BERT-based Multilingual Model for Indian Languages
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USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
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⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
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hardware-aware-transformersby mit-han-lab
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224 Version:Current License: Proprietary (Proprietary)
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
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A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
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Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
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中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large
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The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
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Semantics-aware BERT for Language Understanding (AAAI 2020)
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法研杯2019相似案例匹配第二名解决方案（附数据集和文档）,CAIL2020/2021司法考试赛道冠军团队
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Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
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NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT
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PyTorch impelementations of BERT-based Spelling Error Correction Models. 基于BERT的文本纠错模型，使用PyTorch实现。
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Mastering-Transformersby PacktPublishing
Jupyter Notebook 219 Version:Current License: Permissive (MIT)
Mastering Transformers, published by Packt
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BERT Dureader多文档阅读理解 排名第七
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Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"
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dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。
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中文ULMFiT 情感分析 文本分类
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Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
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Tevatron - A flexible toolkit for dense retrieval research and development.
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Java interface for fastText
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Various FDE.AI related texts
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🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥
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State-of-the-Art Language Modeling and Text Classification in Hindi Language
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Unsupervised Question answering via Cloze Translation
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GERBIL - General Entity annotatoR Benchmark
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Implementing nlp papers relevant to classification with PyTorch, gluonnlp
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Platform for few-shot natural language processing: Text Classification, Sequene Labeling.
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flink-tensorflow - TensorFlow support for Apache Flink
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This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
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DeepLearningSandboxby DeepLearningSandbox
Python 205 Version:Current
License: No License (No License)
License: No License (No License)Blog related code for
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Paddle Distributed Training Extended. 飞桨分布式训练扩展包
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A repository of learning & R resources related to topic models
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🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
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Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
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2018中国‘法研杯’法律智能挑战赛（CAIL2018）个人作品
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ccf 2020 qa match competition top1
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transformer-all-in-oneby BSlience
Jupyter Notebook 202 Version:Current License: No License (No License)
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The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".
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Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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This repo is our research summary and playground for MRC. More features are coming.
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BERT (Binary ERlang Term) serialization library for Ruby.
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Builds wordpiece(subword) vocabulary compatible for Google Research's BERT
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Modify Chinese text, modified on LaserTagger Model. I name it "文本手术刀".目前，本项目实现了一个文本复述任务，用于NLP语料的数据增强。
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an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
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indic-bertby AI4Bharat
BERT-based Multilingual Model for Indian Languages
Python 228Updated: 3 y ago License: Permissive (MIT)
228Updated: 3 y ago License: Permissive (MIT)Support
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BERT-AttributeExtractionby sakuranew
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
Python 226Updated: 4 y ago License: No License (No License)
226Updated: 4 y ago License: No License (No License)Support
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BERT-of-Theseusby JetRunner
⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).
Python 224Updated: 4 y ago License: Permissive (Apache-2.0)
224Updated: 4 y ago License: Permissive (Apache-2.0)Support
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hardware-aware-transformersby mit-han-lab
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Python 224Updated: 4 y ago License: Proprietary (Proprietary)
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beirby UKPLab
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
Python 224Updated: 3 y ago License: Permissive (Apache-2.0)
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Macadamby yongzhuo
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
Python 222Updated: 3 y ago License: Permissive (MIT)
222Updated: 3 y ago License: Permissive (MIT)Support
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xlnet_zhby brightmart
中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large
Python 222Updated: 2 y ago License: No License (No License)
222Updated: 2 y ago License: No License (No License)Support
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indonluby indobenchmark
The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
Python 221Updated: 4 y ago License: Permissive (MIT)
221Updated: 4 y ago License: Permissive (MIT)Support
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SemBERTby cooelf
Semantics-aware BERT for Language Understanding (AAAI 2020)
Python 220Updated: 4 y ago License: No License (No License)
220Updated: 4 y ago License: No License (No License)Support
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cail2019by padeoe
法研杯2019相似案例匹配第二名解决方案（附数据集和文档）,CAIL2020/2021司法考试赛道冠军团队
Python 220Updated: 2 y ago License: Permissive (Apache-2.0)
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tensorflow-DSMMby ChenglongChen
Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
Python 220Updated: 4 y ago License: Permissive (MIT)
220Updated: 4 y ago License: Permissive (MIT)Support
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neuralqaby victordibia
NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT
JavaScript 219Updated: 3 y ago License: Permissive (MIT)
219Updated: 3 y ago License: Permissive (MIT)Support
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BertBasedCorrectionModelsby gitabtion
PyTorch impelementations of BERT-based Spelling Error Correction Models. 基于BERT的文本纠错模型，使用PyTorch实现。
Python 219Updated: 2 y ago License: Permissive (Apache-2.0)
219Updated: 2 y ago License: Permissive (Apache-2.0)Support
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Mastering-Transformersby PacktPublishing
Mastering Transformers, published by Packt
Jupyter Notebook 219Updated: 2 y ago License: Permissive (MIT)
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Dureader-Bertby basketballandlearn
BERT Dureader多文档阅读理解 排名第七
Python 217Updated: 4 y ago License: No License (No License)
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simpletodby salesforce
Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"
Python 217Updated: 2 y ago License: Permissive (BSD-3-Clause)
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dialogbotby shibing624
dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。
Python 217Updated: 2 y ago License: Permissive (Apache-2.0)
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chinese_ulmfitby bigboNed3
中文ULMFiT 情感分析 文本分类
Python 216Updated: 4 y ago License: No License (No License)
216Updated: 4 y ago License: No License (No License)Support
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ccg2lambdaby mynlp
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
Python 214Updated: 2 y ago License: Permissive (Apache-2.0)
214Updated: 2 y ago License: Permissive (Apache-2.0)Support
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tevatronby texttron
Tevatron - A flexible toolkit for dense retrieval research and development.
Python 214Updated: 2 y ago License: Permissive (Apache-2.0)
214Updated: 2 y ago License: Permissive (Apache-2.0)Support
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JFastTextby vinhkhuc
Java interface for fastText
Java 213Updated: 2 y ago License: Proprietary (Proprietary)
213Updated: 2 y ago License: Proprietary (Proprietary)Support
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FDE.AI-docsby feravolt
Various FDE.AI related texts
Shell 213Updated: 2 y ago License: No License (No License)
213Updated: 2 y ago License: No License (No License)Support
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BERT-KPEby thunlp
Python 212Updated: 4 y ago License: Permissive (MIT)
212Updated: 4 y ago License: Permissive (MIT)Support
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KoGPT2-FineTuningby gyunggyung
🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥
Python 212Updated: 2 y ago License: Permissive (Apache-2.0)
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hindi2vecby NirantK
State-of-the-Art Language Modeling and Text Classification in Hindi Language
Jupyter Notebook 212Updated: 4 y ago License: Permissive (MIT)
212Updated: 4 y ago License: Permissive (MIT)Support
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bert-mcts-youtubeby nyoki-mtl
Python 211Updated: 2 y ago License: No License (No License)
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PyClickby markovi
Python 210Updated: 4 y ago License: Proprietary (Proprietary)
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UnsupervisedQAby facebookresearch
Unsupervised Question answering via Cloze Translation
Python 209Updated: 2 y ago License: Proprietary (Proprietary)
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Keyword-BERTby DataTerminatorX
Python 209Updated: 4 y ago License: No License (No License)
209Updated: 4 y ago License: No License (No License)Support
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gerbilby dice-group
GERBIL - General Entity annotatoR Benchmark
Java 207Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)
207Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)Support
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nlp_classificationby aisolab
Implementing nlp papers relevant to classification with PyTorch, gluonnlp
Python 207Updated: 4 y ago License: Permissive (MIT)
207Updated: 4 y ago License: Permissive (MIT)Support
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MetaDialogby AtmaHou
Platform for few-shot natural language processing: Text Classification, Sequene Labeling.
Python 207Updated: 2 y ago License: Permissive (Apache-2.0)
207Updated: 2 y ago License: Permissive (Apache-2.0)Support
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flink-tensorflowby FlinkML
flink-tensorflow - TensorFlow support for Apache Flink
Scala 207Updated: 4 y ago License: Permissive (Apache-2.0)
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xl-sumby csebuetnlp
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
Python 206Updated: 2 y ago License: No License (No License)
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DeepLearningSandboxby DeepLearningSandbox
Blog related code for
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FleetXby PaddlePaddle
Paddle Distributed Training Extended. 飞桨分布式训练扩展包
Shell 205Updated: 4 y ago License: Permissive (Apache-2.0)
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topicmodels_learningby trinker
A repository of learning & R resources related to topic models
R 205Updated: 4 y ago License: No License (No License)
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huggingpicsby nateraw
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
Jupyter Notebook 205Updated: 2 y ago License: No License (No License)
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bert-chainerby soskek
Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Python 204Updated: 4 y ago License: No License (No License)
204Updated: 4 y ago License: No License (No License)Support
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Competition_CAILby renjunxiang
2018中国‘法研杯’法律智能挑战赛（CAIL2018）个人作品
Python 203Updated: 2 y ago License: No License (No License)
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ccf_2020_qa_matchby xv44586
ccf 2020 qa match competition top1
Python 202Updated: 4 y ago License: No License (No License)
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transformer-all-in-oneby BSlience
Jupyter Notebook 202Updated: 3 y ago License: No License (No License)
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AAAI18-codeby keavil
The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".
Python 201Updated: 4 y ago License: No License (No License)
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GermanWordEmbeddingsby devmount
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Jupyter Notebook 200Updated: 3 y ago License: Permissive (MIT)
200Updated: 3 y ago License: Permissive (MIT)Support
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AwesomeMRCby cooelf
This repo is our research summary and playground for MRC. More features are coming.
Python 199Updated: 4 y ago License: No License (No License)
199Updated: 4 y ago License: No License (No License)Support
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bertby mojombo
BERT (Binary ERlang Term) serialization library for Ruby.
Ruby 199Updated: 4 y ago License: Permissive (MIT)
199Updated: 4 y ago License: Permissive (MIT)Support
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multiNLIby nyu-mll
Python 196Updated: 4 y ago License: Permissive (MIT)
196Updated: 4 y ago License: Permissive (MIT)Support
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bert-vocab-builderby kwonmha
Builds wordpiece(subword) vocabulary compatible for Google Research's BERT
Python 196Updated: 4 y ago License: No License (No License)
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text_scalpelby Mleader2
Modify Chinese text, modified on LaserTagger Model. I name it "文本手术刀".目前，本项目实现了一个文本复述任务，用于NLP语料的数据增强。
Python 196Updated: 2 y ago License: Permissive (Apache-2.0)
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semantic-text-similarityby AndriyMulyar
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
Python 195Updated: 2 y ago License: Permissive (MIT)
195Updated: 2 y ago License: Permissive (MIT)Support
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