abstractive-summarization
There are 98 repositories under abstractive-summarization topic.
ChenRocks/fast_abs_rl
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder
xiongma/transformer-pointer-generator
A Abstractive Summarization Implementation with Transformer and Pointer-generator
EdinburghNLP/XSum
Topic-Aware Convolutional Neural Networks for Extreme Summarization
ymfa/seq2seq-summarizer
Pointer-generator reinforced seq2seq summarization in PyTorch
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.
lipiji/neural-summ-cnndm-pytorch
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
cbaziotis/seq3
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
Huffon/factsumm
FactSumm: Factual Consistency Scorer for Abstractive Summarization
abrazinskas/Copycat-abstractive-opinion-summarizer
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
luopeixiang/awesome-text-summarization
Text summarization starting from scratch.
aj-naik/Text-Summarization
Abstractive and Extractive Text summarization using Transformers.
iwangjian/ByteCup2018
Byte Cup 2018 International Machine Learning Contest (3rd prize)
HHousen/DocSum
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
amazon-science/fact-graph
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
CannyLab/summary_loop
Codebase for the Summary Loop paper at ACL2020
Iwontbecreative/Abstractive-summarization-OpenNMT
Abstractive summarization leveraging opennmt
nsi319/Finetune-Transformers
Abstractive text summarization by fine-tuning seq2seq models.
IlyaGusev/gazeta
Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке
TysonYu/AdaptSum
The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".
rktamplayo/PlanSum
[AAAI2021] Unsupervised Opinion Summarization with Content Planning
vgupta123/sumpubmed
SUMPUBMED: Summarization Dataset of PubMed Scientific Article
tanjiwei/summ
Code for the ACL'17 paper: Jiwei Tan, Xiaojun Wan and Jianguo Xiao. Abstractive Document Summarization with a Graph-Based Attentional Neural Model
lauhaide/WikiCatSum
Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.
amazon-science/BartGraphSumm
Implementation of the paper "Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters (NAACL 2021)"
YiSyuanChen/MTL-ABS
Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization."
nc-ai/MultimodalSum
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
Tixierae/OrangeSum
The French summarization dataset introduced in "BARThez: a Skilled Pretrained French Sequence-to-Sequence Model".
Bastian/Abstractive-Summarization-of-Meetings
The source code for my bachelor's thesis "Abstractive Summarization of Meetings"
JuJu2181/Automatic-Nepali-Speech-Recognition-and-Summarizer
A system capable of converting Nepali speech to text and generate summary of text
rktamplayo/DenoiseSum
[ACL2020] Unsupervised Opinion Summarization with Noising and Denoising
rktamplayo/Entity2Topic
[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization
anweasha/Text-Summarizer
A web application to summarize a given input data
LittleBBBo/TextSummarization-On-Flink
An end-to-end application for abstractive document summarization on top of TensorFlow, Flink-AI-Extended and Flink ML pipeline framework.
morningmoni/EDE
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
AIKevin/Pointer_Generator_Summarizer
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.