All Categories → Text Processing → summarization

Top 82 summarization open source projects

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

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Jupyter Notebook python typescript nlp transformer classification question-answering summarization ner machine-reading-comprehension dstoolkit

Natural Language Processing notes and implementations.

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python nlp natural-language-processing nltk text-summarization summarization nlp-akash

code summarization public

source code for 'Improving automatic source code summarization via deep reinforcement learning'

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python java ANTLR perl code deep-reinforcement-learning ast pytorch summarization tree-structure reinforcement comment-generation

Few-shot learning framework for opinion summarization published at EMNLP 2020.

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python Jupyter Notebook machine-learning natural-language-processing deep-learning summarization opinion-summarization

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

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python shell autoencoder summarization seq2seq gumbel-softmax abstractive-summarization sentence-compression seq2seq2seq

struct infused summ

(COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".

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perl python HTML nlp deep-learning summarization

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

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python shell natural-language-processing reinforcement-learning deep-learning amazon summarization opinion-mining variational-inference natural-language-understanding

Notetaking Electron app that can answer your questions and makes summaries for you

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javascript CSS HTML summarization notetaking

A Dataset for Thai Text Summarization with over 310K articles.

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Jupyter Notebook summarization textsummarization

Experiments with Hugging Face 🔬 🤗

DynamicEntitySummarization-DynES

Dynamic Entity Summarization (DynES)

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search paper entity summarization

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

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Jupyter Notebook python nlp natural-language-processing text-mining data-mining clustering named-entity-recognition classification topic-modeling summarization text-processing syntax-analysis morphological-analysis python-package korean-text-processing korean-nlp google-colabotory teanaps

Source code for our "TitleStylist" paper at ACL 2020

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python shell natural-language-processing transformer style-transfer summarization pytorch-implementation

US Bill Summarization Corpus

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python Jupyter Notebook nlp law natural-language-processing dataset summarization

The pytorch implementation of paper "DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization"

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python pytorch summarization aaai19

FactSumm: Factual Consistency Scorer for Abstractive Summarization

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python natural-language-processing summarization abstractive-summarization factual-consistency

Machine-Learning-Notes

Lecture Notes of Andrew Ng's Machine Learning Course

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collection notes summarization maching-learning

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

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python nlp pytorch generation summarization question-generation emnlp2019

paribhasha.herokuapp.com/

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python sentiment-analysis word-cloud summarization nlp-machine-learning pos-tagging heroku-deployment streamlit-webapp

A well-structured summarization dataset for the Persian language!

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Jupyter Notebook python summarization bert mt5 parsbert persian-summarization pn-summary bert2bert

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

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python Cuda topic dialogue bart summarization coherence self-supervised contrastive-learning sub-summary

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

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python semantic natural-language-processing deep-learning simplification summarization seq2seq

61-82 of 82 summarization projects