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abstractive-summarization

Here are 92 public repositories matching this topic...

ChenRocks / fast_abs_rl

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

natural-language-processing reinforcement-learning deep-learning pytorch abstractive-summarization

Updated Jul 23, 2020
Python

santhoshkolloju / Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

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

Updated May 30, 2023
Python

xiongma / transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

nlp tensorflow transformer abstractive-summarization pointer-generator

Updated May 21, 2021
Python

ymfa / seq2seq-summarizer

Pointer-generator reinforced seq2seq summarization in PyTorch

coverage reinforcement-learning pytorch summarization seq2seq attention attention-mechanism summarizer pointer-network abstractive-summarization coverage-mechanism

Updated Apr 16, 2019
Python

EdinburghNLP / XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

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

Updated Jun 20, 2023
Python

csebuetnlp / xl-sum

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.

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

Updated Mar 26, 2024
Python

lipiji / neural-summ-cnndm-pytorch

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

pytorch cnn-dailymail abstractive-summarization

Updated Apr 19, 2022
Python

cbaziotis / seq3

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

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

Updated Jun 21, 2022
Python

Huffon / factsumm

FactSumm: Factual Consistency Scorer for Abstractive Summarization

natural-language-processing summarization abstractive-summarization factual-consistency

Updated Jan 1, 2024
Python

abrazinskas / Copycat-abstractive-opinion-summarizer

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

data-science machine-learning natural-language-processing deep-learning algorithms amazon reviews yelp vae summarization natural-language-generation abstractive-text-summarization abstractive-summarization opinion-summarization

Updated Jul 6, 2023
Python

luopeixiang / awesome-text-summarization

Text summarization starting from scratch.

nlp text-mining deep-learning text-summarization extractive-summarization papers-collection abstractive-summarization sentence-compression

Updated Aug 27, 2024

aj-naik / Text-Summarization

Abstractive and Extractive Text summarization using Transformers.

Updated Jun 9, 2023
Jupyter Notebook

iwangjian / ByteCup2018

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

abstractive-summarization title-generation

Updated Aug 26, 2022
Python

HHousen / DocSum

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

python nlp pdf machine-learning xml transformers bart text-summarization summarization xml-parser automatic-summarization abstractive-text-summarization abstractive-summarization

Updated Nov 23, 2020
Python

amazon-science / fact-graph

Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"

abstractive-summarization factuality

Updated Jul 26, 2023
Python

CannyLab / summary_loop

Codebase for the Summary Loop paper at ACL2020

news reinforcement-learning summarization unsupervised-learning abstractive-summarization acl2020 fluency-model

Updated Jun 12, 2023
Python

Iwontbecreative / Abstractive-summarization-OpenNMT

Abstractive summarization leveraging opennmt

nlp deep-learning summarization abstractive-summarization

Updated Apr 17, 2022
Python

nsi319 / Finetune-Transformers

Abstractive text summarization by fine-tuning seq2seq models.

nlp transformers colab bart transfer-learning pegasus sequence-models abstractive-summarization huggingface t5-model

Updated Feb 18, 2021
Python

TysonYu / AdaptSum

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

paper pytorch summarization abstractive-summarization

Updated May 10, 2021
Python

IlyaGusev / gazeta

Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

machine-learning dataset text-summarization summarization abstractive-text-summarization abstractive-summarization text-summarisation russian-language summarization-corpora summarization-dataset abstractive-summarization-dataset

Updated Oct 6, 2021
Python

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