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The Top 14 Abstractive Text Summarization Open Source Projects

Open source projects categorized as Abstractive Text Summarization
Categories > Abstractive Text Summarization
Awesome Text Summarization ⭐ 1,314
A curated list of resources dedicated to text summarization
most recent commit 4 years ago
Rlseq2seq ⭐ 610
Deep Reinforcement Learning For Sequence to Sequence Models
most recent commit 4 years ago
Abstractive Summarization With Transfer Learning ⭐ 387
Abstractive summarisation using Bert as encoder and Transformer Decoder
most recent commit a year ago
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 4 years ago
Xl Sum ⭐ 209
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
most recent commit a year ago
Transformer Abstractive Summarization ⭐ 153
Abstractive Text Summarization using Transformer
most recent commit 4 months ago
Abstractive Summarization ⭐ 113
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
most recent commit 4 years ago
Copycat Abstractive Opinion Summarizer ⭐ 62
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
most recent commit 3 years ago
Docsum ⭐ 31
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
most recent commit 3 years ago
Gazeta ⭐ 19
Gazeta: Dataset for automatic summarization of Russian news
most recent commit 3 years ago
Plansum ⭐ 17
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
most recent commit 2 years ago
Transformer Summarization ⭐ 9
An optimized Transformer based abstractive summarization model with Tensorflow
most recent commit 4 years ago
Abstractive Text Summarization Using Seq2seq Rnn ⭐ 6
Abstractiv Text Summarization
most recent commit 6 years ago
Get To The Point Summarization With Pointer Generator Networks ⭐ 5
Pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks (2017) by Abigail See et al.
most recent commit 4 years ago
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