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46 search results found

Scitldr ⭐ 631

Sumeval ⭐ 542

Well tested & Multi-language evaluation framework for text summarization.

Matchsum ⭐ 375

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Global Encoding ⭐ 215

Global Encoding for Abstractive Summarization (ACL 2018)

Text Summarizer Pytorch ⭐ 161

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

Pyrouge ⭐ 155

A Python wrapper for the ROUGE summarization evaluation package

Rouge 2.0 ⭐ 145

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

Pythonrouge ⭐ 142

Python wrapper for evaluating summarization quality by ROUGE package

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

Pyrouge ⭐ 135

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

Transummar ⭐ 133

Transformer for abstractive summarization on cnn/daily-mail and gigawords

Files2rouge ⭐ 128

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

How2 Dataset ⭐ 125

This repository contains code and metadata of How2 dataset

Unified Summarization ⭐ 108

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

Ctrl Sum ⭐ 100

Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper

Leafnats ⭐ 75

Learning Framework for Neural Abstractive Text Summarization

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Acl20 Ref Free Eval ⭐ 52

SUPERT: Unsupervised multi-document summarization evaluation & generation

Nlp Extractive News Summarization Using Mmr ⭐ 51

A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.

SUMPY: a python automatic text summarization library

A python library to compute rouge score for summarization

The code for ACL2020 paper "Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization"

The Summarizer from the Web IR / NLP Group (WING), hence SWING, is a modular, state-of-the-art automatic extractive text summarization system. It is used as the basis for summarization research at the National University of Singapore. It performs as one of the leading automatic summarization systems in the international TAC competition, getting high marks for the ROUGE evaluation measure

Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders

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

Summary Reward No Reference ⭐ 28

A reference-free metric for measuring summary quality, learned from human ratings.

Rougescore ⭐ 24

Python implementation of ROUGE

Timeline summarization and evaluation.

Deepchannel ⭐ 20

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

An implementation of ROUGE family metrics for automatic summarization.

Xsum_hallucination_annotations ⭐ 19

Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (https://www.aclweb.org/anthology/2020.acl-main.17

Rouge We ⭐ 17

ROUGE summarization evaluation metric, enhanced with use of Word Embeddings

Papers For Text Summarization ⭐ 15

Lrec2018 Live Blog Corpus ⭐ 15

Extractive Document Summarization ⭐ 13

Extractive Document Summarization Based on Convolutional Neural Networks

Textsummarizer ⭐ 11

A text summarization tool for Marathi implemented as a project for course Adavanced NLP (CSCI 544)

Vertmetric ⭐ 9

VertMetric: An abstractive summarization evaluation package. VERT stands for Versatile Evaluation of Reduced Texts.

Abstract_summarization_rnn ⭐ 8

RNN Seq2Seq Based Abstract Summarization(ABS) On Tensorflow

Summary_generator ⭐ 8

Summarization with Pointer-Generator Networks

Ex Gpt Summarizer ⭐ 7

An Extractive-Abstractive Summarization Framework with a Sentence Embeddings Twist. Based on GPT-2 transformer fine-tuned on CNN/DailyMail dataset

MOTS (MOdular Tool for Summarization) is a summarization system, written in Java. It is as modular as possible, and is intended to provide an architecture to implement and test new summarization methods, as well as to ease comparison with already implemented methods, in an unified framework.

Textsummarization ⭐ 6

text summarization with supervised learning and atomic events

Summary_final ⭐ 6

Long text summarization using pointer generator networks

Sentence Realation based Summarization (SRSum). It's an improved version of Contextual Relation based Summarization (CRSum)

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