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Search results for abstractive summarization
abstractive-summarization
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34 search results found
Fast_abs_rl
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622
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
Abstractive Summarization With Transfer Learning
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387
Abstractive summarisation using Bert as encoder and Transformer Decoder
Transformer Pointer Generator
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314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
Seq2seq Summarizer
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259
Pointer-generator reinforced seq2seq summarization in PyTorch
Xsum
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228
Topic-Aware Convolutional Neural Networks for Extreme Summarization
Xl Sum
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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.
Neural Summ Cnndm Pytorch
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194
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
Factsumm
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102
FactSumm: Factual Consistency Scorer for Abstractive Summarization
Seq3
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77
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
Bytecup2018
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76
Byte Cup 2018 International Machine Learning Contest (3rd prize)
Text Summarization
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76
Abstractive and Extractive Text summarization using Transformers.
Copycat Abstractive Opinion Summarizer
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62
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
Awesome Text Summarization
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59
Text summarization starting from scratch.
Fact Graph
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45
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
Summary_loop
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45
Codebase for the Summary Loop paper at ACL2020
Docsum
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31
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
Wikicatsum
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28
Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.
Bartgraphsumm
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24
Implementation of the paper "Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters (NAACL 2021)"
Mtl Abs
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22
Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization" by Yi-Syuan Chen and Hong-Han Shuai.
Gazeta
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19
Gazeta: Dataset for automatic summarization of Russian news
Ede
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17
Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021 and "Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation" arXiv 2020
Plansum
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17
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
Pointer_generator_summarizer
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12
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
Adaptsum
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9
The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".
Transformer Summarization
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9
An optimized Transformer based abstractive summarization model with Tensorflow
Orangesum
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8
The French summarization dataset introduced in "BARThez: a Skilled Pretrained French Sequence-to-Sequence Model".
Inter Intra Attentions
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8
An experimental custom seq-2-seq model with both layer-wise (inter-layer), and intra-layer attention (attention to previous hidden states of the same RNN unit) for abstractive summarization.
Rhs_hiernse
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8
Code for our ICLR 2020 submission "Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach"
Nlp Project
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7
Project on Abstractive Summarization of News for course on Natural Language Processing at IIT Delhi
Hunsum
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7
Complimentary code for our paper HunSum-1: an Abstractive Summarization Dataset for Hungarian
Elsa
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7
ELSA combines extractive and abstractive approaches to the automatic text summarization
Abstractive Factual Tradeoff
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6
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
Abstractive Summarization Of Meetings
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6
The source code for my bachelor's thesis "Abstractive Summarization of Meetings"
Neural Attention Model Abstractive Summarization
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5
Implementation of paper: "A Neural Attention Model for Sentence Summarization" in Theano
1-34 of 34 search results
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