ERNIE | Source code and dataset for ACL 2019 paper | Natural Language Processing library

 by   thunlp Python Version: Current License: MIT

kandi X-RAY | ERNIE Summary

kandi X-RAY | ERNIE Summary

ERNIE is a Python library typically used in Artificial Intelligence, Natural Language Processing, Bert applications. ERNIE has no vulnerabilities, it has a Permissive License and it has medium support. However ERNIE has 1 bugs and it build file is not available. You can download it from GitHub.

Source code and dataset for "ERNIE: Enhanced Language Representation with Informative Entities".
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            kandi-support Support

              ERNIE has a medium active ecosystem.
              It has 1354 star(s) with 263 fork(s). There are 27 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 86 have been closed. On average issues are closed in 79 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of ERNIE is current.

            kandi-Quality Quality

              ERNIE has 1 bugs (0 blocker, 0 critical, 1 major, 0 minor) and 240 code smells.

            kandi-Security Security

              ERNIE has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              ERNIE code analysis shows 0 unresolved vulnerabilities.
              There are 18 security hotspots that need review.

            kandi-License License

              ERNIE is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              ERNIE releases are not available. You will need to build from source code and install.
              ERNIE has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              ERNIE saves you 3679 person hours of effort in developing the same functionality from scratch.
              It has 7857 lines of code, 439 functions and 28 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ERNIE and discovered the below as its top functions. This is intended to give you an instant insight into ERNIE implemented functionality, and help decide if they suit your requirements.
            • Processes the XML dump file
            • Return a list of pages from a string
            • Load templates from file
            • Return True if there are no pages in the page
            • Reserve the file
            • Load a model from a pretrained model
            • Return the path to the cached file
            • Download a file from the cache
            • Convert a text file to a list of features
            • Truncate a sequence pair
            • Reduce all pages into a single process
            • Run preprocessor
            • Converts TensorFlow checkpoint to PyTorch model
            • Create training instances
            • Create a vocabulary from a pretrained model
            • Tokenize text
            • Write examples to examples
            • Load templates from a file
            • Filter indices based on size
            • Performs a sharp switch
            • Normalize a title
            • Process the given jobs queue
            • Compute the accuracy of the result
            • Score a prediction
            • Return a list of pages from the input string
            • Extract magic words
            • Perform a single step
            Get all kandi verified functions for this library.

            ERNIE Key Features

            No Key Features are available at this moment for ERNIE.

            ERNIE Examples and Code Snippets

            Usage
            Pythondot img1Lines of Code : 48dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            import sys
            
            sys.path.append('..')
            from textgen.augment import TextAugment
            
            docs = ['主要研究机器学习、深度学习、计算机视觉、智能对话系统相关内容',
                    '晚上肚子好难受',
                    '你会武功吗,我不会',
                    '组装标题质量受限于广告主自提物料的片段质量,且表达丰富度有限',
                    '晚上一个人好孤单,想:找附近的人陪陪我.',
                    ]
            m = TextA  
            ERNIE text classification by PyTorch,Structure of the code
            Pythondot img2Lines of Code : 22dot img2no licencesLicense : No License
            copy iconCopy
            ├── pyernie
            |  └── callback
            |  |  └── lrscheduler.py  
            |  |  └── trainingmonitor.py 
            |  |  └── ...
            |  └── config
            |  |  └── basic_config.py #a configuration file for storing model parameters
            |  └── dataset   
            |  └── io    
            |  |  └── dataset.py  
            |  |   
            copy iconCopy
            class ERNIE(nn.Module):
            
                def __init__(self, n_classes):
                    super(ERNIE, self).__init__()
                    self.model = AutoModel.from_pretrained("nghuyong/ernie-2.0-large-en", hidden_dropout_prob=0.2, attention_probs_dropout_prob=0.2)
                    self.ou  

            Community Discussions

            QUESTION

            Why am I receiving this JSON Decode Error?
            Asked 2021-May-26 at 05:44

            Here's what I'm doing.

            I'm sending a get request to a reddit oembed endpoint. I want to parse the returned json and grab the raw html to embed a reddit post onto my django page. The error I receive when I try to do this is

            ...

            ANSWER

            Answered 2021-May-19 at 02:24
            import requests
            import json
            
            def get_response():
                endpoint = requests.get("https://www.reddit.com/oembed?url=https://www.reddit.com/r/nba/comments/n6l2zu/the_crew_lock_in_their_predictions_and_ernie_has/")
                if endpoint.status_code == 200:
                    return json.loads(endpoint.text)
                    
                return {}
                
            print(get_response())
            

            Source https://stackoverflow.com/questions/67596004

            QUESTION

            Audit the log and determine the actions of users in Oracle, as well as the design of the result in the console
            Asked 2021-Apr-15 at 16:20

            Is it possible to distinguish quota changes from table space reassignment in the audit log? Here result I brought ACTION_NAME out and found AUDIT_OPTION in the documentation, but when I use SELECT, it doesn't return AUDIT_OPTION. Maybe something can be identified through something. My user first changed the quota to another user in the table space and then changed the default table space to another user. I want to see the lair of these actions. Here the result is only with ACTION_NAME. If I use ACTION_OPTION the same result is displayed:

            Select request itself:

            ...

            ANSWER

            Answered 2021-Apr-15 at 16:20

            As for your "problem with the design of the result in the console", by default sqlplus will ouput the columns to their max width, which will likely (as it did in your case) exceed the fixed 80-character width of the console. You can adjust the widths with the sqlplus 'col format command:

            Here, I first issue the same select as you (without the WHERE, which wouldn't apply to me). It returns the same wrapped output as you got. Then I 'format' the columns and issue the same query a second time.

            Source https://stackoverflow.com/questions/67110380

            QUESTION

            How to update the SSL negotiation policy in using the Troposhpere framework for an AWS classic load balancer 443 listener
            Asked 2021-Feb-26 at 15:24

            I have a working Troposphere template that brings up my environment with a classic load balancer. I am modifying it to have the load balancer port 443 listener come up using the SSL Negotiation policy(cypher) ELBSecurityPolicy-TLS-1-2-2017-01.

            It will let me generate the cloudformation yaml but when I try to create the stack using the generated yaml I get the error "Encountered unsupported property PolicyType" while it is trying to create the load balancer.

            PolicyType is supported by Troposphere but not in AWS CF??

            Any clues as to what I am doing wrong? Is there a better way?

            I can not find any examples of updating the SSL negotiation using the Troposphere framework.

            Here is the snippet of my Troposphere ELB listener code section that I think should do the magic -

            ...

            ANSWER

            Answered 2021-Feb-26 at 06:18

            The Classic Load Balancer Policies should be specified under the Policies property, not the Listeners property. https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ec2-elb.html#cfn-ec2-elb-policies

            Remove the elb.Policy( ... ) from the Listerners=[ ...] property and add the Policies = [ elb.Policy( ... ), ... ] property to the LoadBalancer resource / object.

            Source https://stackoverflow.com/questions/66376888

            QUESTION

            Blazor equivalent to WPFs ItemsControl+DataTemplate
            Asked 2021-Feb-15 at 22:14

            In WPF I can via DataTemplates automatically get my content displayed in different templates, depending on it's types.

            For example, I have two classes ChildAViewModel and ChildBViewModel that both implement the IChild interface. A parent now has a List that holds different instances of ChildAViewModel and ChildBViewModel.

            ...

            ANSWER

            Answered 2021-Feb-15 at 22:14

            XAML and Razor are two totally different things so there is no real equivalent but in Blazor you have a lot more flexibility to do things directly in the markup. You could for example switch directly on the type:

            Source https://stackoverflow.com/questions/66214091

            QUESTION

            Trying to create a namespace in an AWS EKS cluster with kubectl - Getting: Error from server (Forbidden): namespaces is forbidden
            Asked 2020-Nov-17 at 10:25

            I am trying to create a namespace in an AWS EKS cluster and keep getting an error.

            I can do everything I want using the default namespace yet when I try to create a new namespace name I am forbidden.

            It must be something that I have done incorrectly with the user "thera-eks". Perhaps the role binding?

            It looks like I gave the role access to everything since in the rules I gave it the * wildcard.

            The command I use is -

            ...

            ANSWER

            Answered 2020-Nov-17 at 07:16

            User "thera-eks" doesnt have permissions to create namespace.

            Use the below command to check if you are allowed to create namespace

            Source https://stackoverflow.com/questions/64866349

            QUESTION

            Add to child BsonDocument
            Asked 2020-Jun-26 at 17:16

            I have the following. It works.

            ...

            ANSWER

            Answered 2020-Jun-26 at 17:16

            For nested fields you can use the dot notation:

            Source https://stackoverflow.com/questions/62599676

            QUESTION

            Counting a list of words in a list of strings using python
            Asked 2020-May-13 at 16:41

            So I have a pandas dataframe with rows of tokenized strings in a column named story. I also have a list of words in a list called selected_words. I am trying to count the instances of any of the selected_words in each of the rows in the column story.

            The code I used before that had worked is

            CCwordsCount=df4.story.str.count('|'.join(selected_words))

            This is now giving me NaN values for every row.

            Below is the first few rows of the column story in df4. The dataframe contains a little over 400 rows of NYTimes Articles.

            ...

            ANSWER

            Answered 2020-May-13 at 15:16

            .find() function can be useful. And this can be implemented in many different ways. If you don't have any other purpose for the raw article and it can be a bunch of string. Then try this, you can also put them in a dictionary and loop over.

            Source https://stackoverflow.com/questions/61778100

            QUESTION

            Django dynamic FileField upload_to
            Asked 2020-May-05 at 10:32

            I'm trying to make dynamic upload path to FileField model. So when user uploads a file, Django stores it to my computer /media/(username)/(path_to_a_file)/(filename).

            E.g. /media/Michael/Homeworks/Math/Week_1/questions.pdf or /media/Ernie/Fishing/Atlantic_ocean/Good_fishing_spots.txt

            ...

            ANSWER

            Answered 2019-May-17 at 09:50

            You can use some thing like this(i used it in my project):

            Source https://stackoverflow.com/questions/50591304

            QUESTION

            C++ Checking to see if a variable stored in a vector list contains a character of another variable of another list
            Asked 2020-Apr-16 at 12:06

            Im currently writing a program which main function is to read files and perform calculations. Currently im working on a function whos function is to process a set of calcuations based on variables within multiple text files. Below are two text files needed for this function

            Customers.txt

            ...

            ANSWER

            Answered 2020-Apr-16 at 12:06

            Boiling down your example to the essentials:

            Source https://stackoverflow.com/questions/61248731

            QUESTION

            C++ How to use substring in a text file
            Asked 2020-Mar-30 at 05:44

            ive created a function that is designed to read numbers contained in a text file, convert them to int using an atoi function and then use them in their new int format to do simple calculations. This is the function I have written

            ...

            ANSWER

            Answered 2020-Mar-30 at 05:10

            UPDATE: As you included the whole program, you're assigning output to the string "output.txt", which has size 10 and index 14 is out of range.

            As a side note, if you have C++11, it's easier to just use std::stoi(input) to parse the string.

            Source https://stackoverflow.com/questions/60924210

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install ERNIE

            You can download it from GitHub.
            You can use ERNIE like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

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            gh repo clone thunlp/ERNIE

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            git@github.com:thunlp/ERNIE.git

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