PreSumm | code for EMNLP 2019 paper Text Summarization with Pretrained Encoders | Natural Language Processing library

by nlpyang Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | PreSumm Summary

PreSumm is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch, Bert applications. PreSumm has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Updates Jan 22 2020: Now you can Summarize Raw Text Input!. Swith to the dev branch, and use -mode test_text and use -text_src $RAW_SRC.TXT to input your text file. Please still use master branch for normal training and evaluation, dev branch should be only used for test_text mode.

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Quality

Security

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Reuse

Support

PreSumm has a medium active ecosystem.

It has 1226 star(s) with 460 fork(s). There are 23 watchers for this library.

It had no major release in the last 6 months.

There are 133 open issues and 97 have been closed. On average issues are closed in 74 days. There are 11 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of PreSumm is current.

Quality

PreSumm has 0 bugs and 0 code smells.

Security

PreSumm has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

PreSumm code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

PreSumm is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

PreSumm releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

PreSumm saves you 1974 person hours of effort in developing the same functionality from scratch.

It has 4344 lines of code, 323 functions and 32 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed PreSumm and discovered the below as its top functions. This is intended to give you an instant insight into PreSumm implemented functionality, and help decide if they suit your requirements.

Evaluate the model
Updates the statistics
Get n - grams from text
Report a single step
Advance the prediction
Get the hyphenation for a given timestep
Train the optimizer
Accumulate the gradients
Encapsulate the given data
Compute the Transformer decoder
Compute the attention score
Tokenize text
Validate the model steps
Convert mappings to lines
Validate extensions
Build a trainer
Build an optimizer
Test ROUGE
Convert data to BertData
Process a list of candidates
Build optimizer
Report a training step
Validate the model
Test if text is absolute
Evaluate the abs sum
Log a training step

Get all kandi verified functions for this library.

PreSumm Key Features

No Key Features are available at this moment for PreSumm.

PreSumm Examples and Code Snippets

No Code Snippets are available at this moment for PreSumm.

Community Discussions

Trending Discussions on PreSumm

Flutter package targeting min version

Abbreviating long object chain (java)

QUESTION

Flutter package targeting min version

Asked 2019-Jun-24 at 08:40

I published a package to pub.dev that uses the Flutter SDK version 1.6.3 which as of today is the beta channel

However the pub analyser uses v1.5.4-hotfix.2 which does not have those API changes just yet, presummably because it is using on the stable channel

When I specified the min version in the pubspec.yml file for flutter it outright failed

...

ANSWER

Answered 2019-Jun-24 at 05:28

try to change sdk or try to upgrade Flutter Package tools>>flutter>>flutter Upgrade

Source https://stackoverflow.com/questions/56729997

QUESTION

Abbreviating long object chain (java)

Asked 2018-Jan-16 at 16:38

First of all I would like to share that I've started working with java and object oriented programming very recently so forgive me if this is a stupid question but I cannot find a clear answer elsewhere.

I'm working on a template for a Comsol model and would like to abbreviate a part of the code to make it more readable. Although the following piece of code runs with the Comsol compiler:

...

ANSWER

Answered 2018-Jan-16 at 16:38

Just use local variables to store intermediate values that are accessed repeatedly. This won't only make the code more readable but also improve efficiency in case the operations called to get the intermediate values can be expensive.

Something along the lines of:

Source https://stackoverflow.com/questions/48283350

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

Vulnerabilities

No vulnerabilities reported

Install PreSumm

unzip the zipfile and put all .pt files into bert_data.

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 .

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