abstractive-summarization topic

List abstractive-summarization repositories

WikiCatSum

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Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.

factsumm

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FactSumm: Factual Consistency Scorer for Abstractive Summarization

transformer-pointer-generator

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A Abstractive Summarization Implementation with Transformer and Pointer-generator

Abstractive summarisation using Bert as encoder and Transformer Decoder

seq2seq-summarizer

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Pointer-generator reinforced seq2seq summarization in PyTorch

xl-sum

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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 Compu...

fast_abs_rl

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Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

XSum

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Topic-Aware Convolutional Neural Networks for Extreme Summarization

neural-summ-cnndm-pytorch

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Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

seq3

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