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The Top 23 Python Abstractive Summarization Open Source Projects

Open source projects categorized as Python Abstractive Summarization
Categories > Abstractive Summarization
Abstractive Summarization With Transfer Learning ⭐ 387
Abstractive summarisation using Bert as encoder and Transformer Decoder
most recent commit a year ago
Transformer Pointer Generator ⭐ 314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
most recent commit 3 years ago
Seq2seq Summarizer ⭐ 259
Pointer-generator reinforced seq2seq summarization in PyTorch
most recent commit 5 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
Neural Summ Cnndm Pytorch ⭐ 194
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
most recent commit 2 years ago
Factsumm ⭐ 102
FactSumm: Factual Consistency Scorer for Abstractive Summarization
total releases 4most recent commit 4 months ago
Seq3 ⭐ 77
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
most recent commit 5 years ago
Bytecup2018 ⭐ 76
Byte Cup 2018 International Machine Learning Contest (3rd prize)
most recent commit 2 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
Wikicatsum ⭐ 28
Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.
most recent commit 2 years ago
Mtl Abs ⭐ 22
Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization" by Yi-Syuan Chen and Hong-Han Shuai.
most recent commit a year 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
Pointer_generator_summarizer ⭐ 12
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
most recent commit 5 years ago
Transformer Summarization ⭐ 9
An optimized Transformer based abstractive summarization model with Tensorflow
most recent commit 4 years ago
Adaptsum ⭐ 9
The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".
most recent commit 3 years ago
Rhs_hiernse ⭐ 8
Code for our ICLR 2020 submission "Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach"
most recent commit 4 years ago
Elsa ⭐ 7
ELSA combines extractive and abstractive approaches to the automatic text summarization
most recent commit 3 years ago
Nlp Project ⭐ 7
Project on Abstractive Summarization of News for course on Natural Language Processing at IIT Delhi
most recent commit 3 years ago
Abstractive Factual Tradeoff ⭐ 6
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
most recent commit 9 months ago
Abstractive Summarization Of Meetings ⭐ 6
The source code for my bachelor's thesis "Abstractive Summarization of Meetings"
most recent commit 4 years ago
Neural Attention Model Abstractive Summarization ⭐ 5
Implementation of paper: "A Neural Attention Model for Sentence Summarization" in Theano
most recent commit 5 years ago
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