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abstractive-summarization x

23 search results found

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Transformer Pointer Generator ⭐ 314

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Seq2seq Summarizer ⭐ 259

Pointer-generator reinforced seq2seq summarization in PyTorch

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 ⭐ 194

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

Factsumm ⭐ 102

FactSumm: Factual Consistency Scorer for Abstractive Summarization

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

Bytecup2018 ⭐ 76

Byte Cup 2018 International Machine Learning Contest (3rd prize)

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

Wikicatsum ⭐ 28

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

Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization" by Yi-Syuan Chen and Hong-Han Shuai.

Gazeta: Dataset for automatic summarization of Russian news

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

Pointer_generator_summarizer ⭐ 12

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

Transformer Summarization ⭐ 9

An optimized Transformer based abstractive summarization model with Tensorflow

The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".

Rhs_hiernse ⭐ 8

Code for our ICLR 2020 submission "Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach"

ELSA combines extractive and abstractive approaches to the automatic text summarization

Nlp Project ⭐ 7

Project on Abstractive Summarization of News for course on Natural Language Processing at IIT Delhi

Abstractive Factual Tradeoff ⭐ 6

Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization

Abstractive Summarization Of Meetings ⭐ 6

The source code for my bachelor's thesis "Abstractive Summarization of Meetings"

Neural Attention Model Abstractive Summarization ⭐ 5

Implementation of paper: "A Neural Attention Model for Sentence Summarization" in Theano

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