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

Python wrapper for evaluating summarization quality by ROUGE package

Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.

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

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

Text summarizer for golang using LexRank

Dynamic Entity Summarization (DynES)

Calculating ROUGE score between two files (line-by-line)

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

LexRank algorithm for text summarization

paribhasha.herokuapp.com/

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

Multi-document summarization tool relying on ILP and sentence fusion

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

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

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.

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Source code for our "TitleStylist" paper at ACL 2020

Python implementation of TextRank for phrase extraction and summarization of text documents

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Lecture Notes of Andrew Ng's Machine Learning Course

Datasets I have created for scientific summarization, and a trained BertSum model

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

The repo containing the Critical Role Dungeons and Dragons Dataset.

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

Module for automatic summarization of text documents and HTML pages.

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

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

A Python wrapper for the ROUGE summarization evaluation package

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

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

Experiments with Hugging Face 🔬 🤗

Large-scale multi-document summarization dataset and code

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

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine) support (Go 1.8, 1.9, 1.10)

Natural Language Processing notes and implementations.

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

US Bill Summarization Corpus

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

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

Papers and Book to look at when starting NLP 📚

FactSumm: Factual Consistency Scorer for Abstractive Summarization

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

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

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

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

Lecture summarization with BERT

non-anonymized cnn/dailymail dataset for text summarization

Models for automatic abstractive summarization

A well-structured summarization dataset for the Persian language!

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

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

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

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

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

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

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

Summarization Papers