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6 search results found

Nlg Eval ⭐ 1,265

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

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

Files2rouge ⭐ 128

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

Unified Summarization ⭐ 108

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

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Nlp Extractive News Summarization Using Mmr ⭐ 51

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

Nlp Metrics ⭐ 49

Python implementation of BLEU and ROUGE metrics

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

An implementation of ROUGE family metrics for automatic summarization.

Weibo Summary ⭐ 17

微博自动摘要系统 Chinese Microblog Automatic Summary System

Abstract_summarization_rnn ⭐ 8

RNN Seq2Seq Based Abstract Summarization(ABS) On Tensorflow

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

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