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Abstractive-Summarization-With-Transfer-Learning santhoshkolloju

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unknown

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Abstractive summarisation using Bert as encoder and Transformer Decoder

nlg nlp bert bert-model transformer summarization transfer-learning abstractive-summarization abstractive-text-summarization

Created 2019-01-31

31 commits to master branch, last one about a year ago

XSum EdinburghNLP

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mit

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Topic-Aware Convolutional Neural Networks for Extreme Summarization

topic-aware extreme-summarization abstractive-summarization convolutional-neural-networks

Created 2018-08-20

87 commits to master branch, last one 4 years ago

xl-sum csebuetnlp

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unknown

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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...

dataset multilingual deep-learning multilinguality machine-learning text-summarisation text-summarization summarization-corpora summarization-dataset low-resource-languages text-summarization-model abstractive-summarization low-resource-summarization multilingual-summarization text-summarization-dataset abstractive-text-summarization low-resource-text-summarizarion multilingual-text-summarization

Created 2021-06-26

17 commits to master branch, last one 3 months ago

neural-summ-cnndm-pytorch lipiji

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mit

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

pytorch cnn-dailymail abstractive-summarization

Created 2018-09-12

58 commits to master branch, last one 2 years ago

seq3 cbaziotis

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unknown

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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"

seq2seq autoencoder seq2seq2seq summarization gumbel-softmax sentence-compression abstractive-summarization

Created 2019-04-05

10 commits to master branch, last one 4 years ago