81 Open source projects that are alternatives of or similar to Potara

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

FactSumm: Factual Consistency Scorer for Abstractive Summarization

A python library to compute rouge score for summarization

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

Module for automatic summarization of text documents and HTML pages.

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

Summary Explorer is a tool to visually explore the state-of-the-art in text summarization.

A well-structured summarization dataset for the Persian language!

A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.

Natural Language Processing notes and implementations.

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

Technical Pieces collected in practices

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

Pointer-generator reinforced seq2seq summarization in PyTorch

Experiments with Hugging Face 🔬 🤗

Summarizes videos into much shorter videos. Ideal for long lecture videos.

US Bill Summarization Corpus

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

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

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

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

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

A Python wrapper for the ROUGE summarization evaluation package

non-anonymized cnn/dailymail dataset for text summarization

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.

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

📖 Using deep learning and scraping to analyze/summarize articles! Just drop in any URL!

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

Basic statistics for Julia

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

Text2Text: Cross-lingual natural language processing and generation toolkit

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

Codebase for the Summary Loop paper at ACL2020

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

TextDigester: document summarization java library

Dynamic Entity Summarization (DynES)

No description or website provided.

Source code for our "TitleStylist" paper at ACL 2020

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

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

LexRank for Korean.

Lecture Notes of Andrew Ng's Machine Learning Course

Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

paribhasha.herokuapp.com/

Code and pretrained model for paper "Learning to Summarize Radiology Findings"

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

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Summarization Papers

Automatically generate headlines to short articles

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

Automatic Text Summarization with Machine Learning

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

A curated list of repositories for my book Machine Learning Solutions.

TextRank implementation for Python 3.

Abstractive summarisation using Bert as encoder and Transformer Decoder

SideNet: Neural Extractive Summarization with Side Information

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.