Natural Language Processing Libraries - Page 440

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Semester Project for NLP course

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            Dictionary learning and semantic analysis for social science journals with data provided by Jstor. Work used to understand research focus and collect (by summary generation) comment attitudes towards history events.

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                      Machine translation using Luong Attention

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                                tf_poloby Ruckusist

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                                An introduction to TF with stocks

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                                          Speech-to-textby rautyash

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                                          The essence of Natural Language Processing lies in making computers understand the natural language. That’s not an easy task though. Computers can understand the structured form of data like spreadsheets and the tables in the database, but human languages, texts, and voices form an unstructured category of data, and it gets difficult for the computer to understand it, and there arises the need for Natural Language Processing. It involves processes like speech recognition, natural language understanding and generation.

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                                                    text-summarizationby amanraj209

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                                                    Automatic summarization is the process of shortening a text document with software, in order to create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.

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                                                              The repository implements this paper (https://arxiv.org/abs/2010.09926) to train bert models for veracity and also for abstractive and extractive summarization.

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                                                                        SYS 6018: Applied Data Mining, Competition 3: Predicting Blogger Characteristics

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                                                                                  主要记录学习NLP过程中一些代码实现

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                                                                                            Intelligent solution for structural monitoring based on the analysis of natural frequencies in bridges.

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                                                                                                      PyTorch implementation of sequence labelling for Chinese company name using BERT+CRF

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                                                                                                                Final project of EECS 595: Natural Language Processing

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                                                                                                                                    Vartalaapby rishi-a

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                                                                                                                                                        pl.pycon.2020by pkubiak

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                                                                                                                                                        Language detection using n-gram model for PyCon PL'2020 lightning talk

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                                                                                                                                                                  Sentiment Analysis of IMDb movie reviews database using GloVe 50 word embeddings.

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                                                                                                                                                                            NLP-CLRP-Contestby Collinjia

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                                                                                                                                                                            Kaggle NLP competition : Rate the complexity of text using BERT

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                                                                                                                                                                                      Spam-Classifierby ShubhamPy

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                                                                                                                                                                                      In this project, I build a model and also implement that for classifying the message into spam or ham through the text of the message using standard classifiers.

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                                                                                                                                                                                                labs-cicero-classifyby accordproject

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                                                                                                                                                                                                This project investigates the automatic Identification And Classification of Contract Data Types with NLP Models

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                                                                                                                                                                                                          Model of the co-evolution by natural selection of an individually costly cooperative behavior trait together with a preference for social partners who bear that trait.

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                                                                                                                                                                                                                    DataCastle2018游戏玩家付费金额预测大赛,a榜20 ,b榜25

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                                                                                                                                                                                                                              CLEF 2020 Task 2

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                                                                                                                                                                                                                                        Word spelling correction using Char2Vec model

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                                                                                                                                                                                                                                                  Built a highly-accurate NLP sentiment classifier using real Amazon reviews.

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                                                                                                                                                                                                                                                            python4lqby raynardj

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                                                                                                                                                                                                                                                            Python for LQ improvements

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                                                                                                                                                                                                                                                                      Making predictions for future news using machine learning and deep learning with Turkish news and shares. Find the root of words by using zemberek nlp library for Turkish language processing

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                                                                                                                                                                                                                                                                                CORD-19-Miningby CShorten

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                                                                                                                                                                                                                                                                                Research in CORD-19 Literature Mining

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                                                                                                                                                                                                                                                                                          Text-Data-Analysisby bright1993ff66

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                                                                                                                                                                                                                                                                                          Projects, classes, and functions for my text mining

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                                                                                                                                                                                                                                                                                                    Udemy_NLPby vkocaman

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                                                                                                                                                                                                                                                                                                    NLP lecture notes and scripts that I prepared for Udemy (as an Instructor)

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                                                                                                                                                                                                                                                                                                              Semantic Textual Similarity between two document

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                                                                                                                                                                                                                                                                                                                        Master's project

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                                                                                                                                                                                                                                                                                                                                  spacyappby acdh-oeaw

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                                                                                                                                                                                                                                                                                                                                  spacyapp is a small web-application to expose spacy's nlp-functionalities through http.

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                                                                                                                                                                                                                                                                                                                                            dl_ling_papersby koustuvsinha

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                                                                                                                                                                                                                                                                                                                                            Some summaries of papers in the confluence of Deep Learning and Linguistics / NLP

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                                                                                                                                                                                                                                                                                                                                                      plays_remarkerby altsoph

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                                                                                                                                                                                                                                                                                                                                                      A simple approach to generate authors' remarks for any play dialog utterances with the finetuned GPT network

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                                                                                                                                                                                                                                                                                                                                                                          MultiModalSearchby rsreetech

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                                                                                                                                                                                                                                                                                                                                                                          In this repository I demonstrate how you can perform multimodal(image+text) search to find similar images+texts given a test image+text from a multimodal (texts+images) database . I use the Kaggle Shopee dataset. I use Tensorflow MobileNet CNN and hugging face sentence transformers BERT to extract image and text embeddings to create a joint embedding search space. Given an image and it text description I extract joint embedding and then use nearest neighbours algorithm to find top 5 similar images+texts description from my joint embedding search space

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                                                                                                                                                                                                                                                                                                                                                                                    Named-Enitty-Recognitionby deanhoperobertson

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                                                                                                                                                                                                                                                                                                                                                                                    Research paper focusing on the study of various NER Systems on the CONLL2003 database: Bi-LSTM-CRF, word emmbeddings

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                                                                                                                                                                                                                                                                                                                                                                                                        conll-sigmorphon-2018by abhishek0318

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                                                                                                                                                                                                                                                                                                                                                                                                        This repository contains code for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection.

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                                                                                                                                                                                                                                                                                                                                                                                                                  A project that applied Natural Language Processing(NLP) techniques to classify which texts are spam.

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                                                                                                                                                                                                                                                                                                                                                                                                                            Demo of sentence transformers(https://www.sbert.net/index.html)

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                                                                                                                                                                                                                                                                                                                                                                                                                                      This project can help us summary Vietnamese text automatically. We use word2vec technique to vectorize every sentences in input and use K-Means Clustering to cluster these vectors.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          IR_TextMiningby tychen5

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Information Retrieval project implementation

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Research Object Index paper (draft)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              使用者輸入欲搜尋新聞關鍵字,爬取關鍵字文章內容給 Jieba 斷詞,並分析文字產生文字雲。

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Code for "Modeling the Severity of Complaints in Social Media" (NAACL, 2021)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Fine Tuning T5 for Summary Generation with PyTorch Lightning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            hyper_bertby eraldoluis

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Unsupervised hypernym discovery using BERT

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Nepali-Language-Modeling-Using-LSTMby ashmitbhattarai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Semester Project for NLP course
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Computational-Analysis-For-Social-Scienceby lishixuan001
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Dictionary learning and semantic analysis for social science journals with data provided by Jstor. Work used to understand research focus and collect (by summary generation) comment attitudes towards history events.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          NMTWithLuongAttentionby NNDEV1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Machine translation using Luong Attention
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    tf_poloby Ruckusist
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    An introduction to TF with stocks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Speech-to-textby rautyash
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              The essence of Natural Language Processing lies in making computers understand the natural language. That’s not an easy task though. Computers can understand the structured form of data like spreadsheets and the tables in the database, but human languages, texts, and voices form an unstructured category of data, and it gets difficult for the computer to understand it, and there arises the need for Natural Language Processing. It involves processes like speech recognition, natural language understanding and generation.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        text-summarizationby amanraj209
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Automatic summarization is the process of shortening a text document with software, in order to create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Reproduce-Health_Fact_Checkingby saswat01
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The repository implements this paper (https://arxiv.org/abs/2010.09926) to train bert models for veracity and also for abstractive and extractive summarization.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            sys6018-competition-blogger-characteristicsby Arnab777as3uj
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SYS 6018: Applied Data Mining, Competition 3: Predicting Blogger Characteristics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NLP-Learning-Processby Zessay
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      主要记录学习NLP过程中一些代码实现
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                BBM-Bridge-Baby-Monitorby EddOliver
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Intelligent solution for structural monitoring based on the analysis of natural frequencies in bridges.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Chinese_company_name_labellingby maohbao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PyTorch implementation of sequence labelling for Chinese company name using BERT+CRF
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    commonsense-for-inferenceby Mars-tin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Final project of EECS 595: Natural Language Processing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              T
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              T5_Replication_Packageby mciniselli
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Vartalaapby rishi-a
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  N
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  NaturalLanguageProcessingby beingdatum
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            pl.pycon.2020by pkubiak
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Language detection using n-gram model for PyCon PL'2020 lightning talk
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      IMDb-Movie-Sentiment-Analysisby ketanvaidya25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Sentiment Analysis of IMDb movie reviews database using GloVe 50 word embeddings.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                NLP-CLRP-Contestby Collinjia
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Kaggle NLP competition : Rate the complexity of text using BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Spam-Classifierby ShubhamPy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          In this project, I build a model and also implement that for classifying the message into spam or ham through the text of the message using standard classifiers.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    labs-cicero-classifyby accordproject
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This project investigates the automatic Identification And Classification of Contract Data Types with NLP Models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              evolution-of-social-behaviorby davidrpugh
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Model of the co-evolution by natural selection of an individually costly cooperative behavior trait together with a preference for social partners who bear that trait.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        2018_datacastle_tap4fun_consumption_predictby wanlida
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        DataCastle2018游戏玩家付费金额预测大赛,a榜20 ,b榜25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 3dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Fact-checked-Claim-Detectionby evigilatus
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CLEF 2020 Task 2
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            word-spelling-correction-char2vecby dogterbox
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Word spelling correction using Char2Vec model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NLP-Sentiment-Analysis-of-Amazon-Reviewsby mlsmall
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Built a highly-accurate NLP sentiment classifier using real Amazon reviews.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                python4lqby raynardj
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Python for LQ improvements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          stock_pred_with_news_NLPby burakbaga
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Making predictions for future news using machine learning and deep learning with Turkish news and shares. Find the root of words by using zemberek nlp library for Turkish language processing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    CORD-19-Miningby CShorten
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Research in CORD-19 Literature Mining
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Text-Data-Analysisby bright1993ff66
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Projects, classes, and functions for my text mining
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Udemy_NLPby vkocaman
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        NLP lecture notes and scripts that I prepared for Udemy (as an Instructor)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Document-Similarityby yashkim77
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Semantic Textual Similarity between two document
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            mimic-phenotype-classificationby amin-nejad
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Master's project
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      spacyappby acdh-oeaw
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      spacyapp is a small web-application to expose spacy's nlp-functionalities through http.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                dl_ling_papersby koustuvsinha
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Some summaries of papers in the confluence of Deep Learning and Linguistics / NLP
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          plays_remarkerby altsoph
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A simple approach to generate authors' remarks for any play dialog utterances with the finetuned GPT network
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Natural-Language-Processing-Coursera-by fornitroll
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              MultiModalSearchby rsreetech
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              In this repository I demonstrate how you can perform multimodal(image+text) search to find similar images+texts given a test image+text from a multimodal (texts+images) database . I use the Kaggle Shopee dataset. I use Tensorflow MobileNet CNN and hugging face sentence transformers BERT to extract image and text embeddings to create a joint embedding search space. Given an image and it text description I extract joint embedding and then use nearest neighbours algorithm to find top 5 similar images+texts description from my joint embedding search space
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Named-Enitty-Recognitionby deanhoperobertson
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Research paper focusing on the study of various NER Systems on the CONLL2003 database: Bi-LSTM-CRF, word emmbeddings
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CMPT353_FINAL_PROJECTby CZhao97
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            conll-sigmorphon-2018by abhishek0318
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            This repository contains code for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NLP-Spam-Message-Classificationby ivanyap0612
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A project that applied Natural Language Processing(NLP) techniques to classify which texts are spam.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 3dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                SentenceTransformerDemoby rsreetech
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Demo of sentence transformers(https://www.sbert.net/index.html)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          vietnamese-text-summarizationby linhnvc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          This project can help us summary Vietnamese text automatically. We use word2vec technique to vectorize every sentences in input and use K-Means Clustering to cluster these vectors.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PythonNpCourseby Erhil
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 3dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Information Retrieval project implementation
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  使用者輸入欲搜尋新聞關鍵字,爬取關鍵字文章內容給 Jieba 斷詞,並分析文字產生文字雲。
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for "Modeling the Severity of Complaints in Social Media" (NAACL, 2021)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Fine_Tuning_T5_for_Summary_Generationby sanazbahargam
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Fine Tuning T5 for Summary Generation with PyTorch Lightning
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Unsupervised hypernym discovery using BERT
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