Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
☆124Sep 12, 2019Updated 6 years ago
Alternatives and similar repositories for unified-summarization
Users that are interested in unified-summarization are comparing it to the libraries listed below
Sorting:
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- Transformer for abstractive summarization on cnn/daily-mail and gigawords☆140Jan 17, 2023Updated 3 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆200Apr 19, 2022Updated 3 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Oct 5, 2018Updated 7 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Nov 2, 2022Updated 3 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆276Apr 22, 2020Updated 5 years ago
- ☆178Jan 31, 2019Updated 7 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,197Jun 16, 2022Updated 3 years ago
- pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"☆915Jan 23, 2023Updated 3 years ago
- Implementation for paper "Deep Recurrent Generative Decoder for Abstractive Text Summarization" https://arxiv.org/pdf/1708.00625.pdf☆20Mar 25, 2019Updated 6 years ago
- (COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".☆29Aug 23, 2018Updated 7 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆360Apr 16, 2019Updated 6 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Nov 6, 2019Updated 6 years ago
- Official code link for ''Iterative Document Representation Learning Towards Summarization with Polishing''☆60Nov 26, 2018Updated 7 years ago
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆52Aug 11, 2020Updated 5 years ago
- Python wrapper for evaluating summarization quality by ROUGE package☆162May 25, 2020Updated 5 years ago
- Large-scale multi-document summarization dataset and code☆293May 8, 2023Updated 2 years ago
- A sequence to sequence model for abstractive text summarization☆78Nov 23, 2017Updated 8 years ago
- Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet☆59Nov 6, 2017Updated 8 years ago
- Open-Source Neural Machine Translation in PyTorch http://opennmt.net/☆17Jan 7, 2021Updated 5 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆768Mar 24, 2023Updated 2 years ago
- The code for Template-GPT-2 Generation Model for Logic2Text Dataset☆18Jun 1, 2020Updated 5 years ago
- code for EMNLP 2019 paper Text Summarization with Pretrained Encoders☆1,304Jul 25, 2024Updated last year
- ☆316Jan 31, 2023Updated 3 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆249Feb 10, 2021Updated 5 years ago
- Abstractive Summarization IJCAI paper code☆28Oct 4, 2018Updated 7 years ago
- Topic-Aware Convolutional Neural Networks for Extreme Summarization☆376Jun 20, 2023Updated 2 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Oct 1, 2019Updated 6 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆237Aug 20, 2019Updated 6 years ago
- ☆114Feb 7, 2020Updated 6 years ago
- [ACL2020] Unsupervised Opinion Summarization with Noising and Denoising☆21Jul 3, 2020Updated 5 years ago
- Tensorflow re-implementation of GAN for text summarization☆136Oct 6, 2019Updated 6 years ago
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆388Mar 24, 2023Updated 2 years ago
- The PyTorch Implementation of SummaRuNNer☆254Sep 7, 2021Updated 4 years ago
- This repository contains the data and code for the paper "An Empirical Comparison on Imitation Learning and Reinforcement Learning for Pa…☆80Apr 1, 2020Updated 5 years ago
- Code for paper "Interactive Machine Comprehension with Information Seeking Agents" -- public version☆23Sep 3, 2019Updated 6 years ago
- Implementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.☆23Aug 20, 2021Updated 4 years ago
- A full Python Implementation of the ROUGE Metric (not a wrapper)☆717Nov 19, 2024Updated last year
- Code for the paper "Latent Relation Language Models" at AAAI-20.☆41Sep 22, 2025Updated 5 months ago