iwangjian / textsum-gan
Tensorflow re-implementation of GAN for text summarization
☆135Updated 5 years ago
Alternatives and similar repositories for textsum-gan:
Users that are interested in textsum-gan are comparing it to the libraries listed below
- ☆177Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆155Updated 6 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆142Updated 2 years ago
- Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304☆158Updated 6 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Updated 6 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Updated 3 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆271Updated 4 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Updated 4 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)☆312Updated 5 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 4 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆316Updated 5 years ago
- ☆112Updated 5 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 5 years ago
- ☆122Updated 2 years ago
- Text summarization starting from scratch.☆94Updated 5 months ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆406Updated last year
- A Python wrapper for the ROUGE summarization evaluation package☆251Updated 4 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Updated 5 years ago
- A BERT-Transformer network for abstractive text summarization☆124Updated 2 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆230Updated 5 years ago
- Code for AAAI2018 paper "Table-to-text Generation by Structure-aware Seq2seq Learning"☆152Updated 2 years ago
- XLNet for generating language.☆165Updated 4 years ago
- Global Encoding for Abstractive Summarization (ACL 2018)☆273Updated 5 years ago
- ☆300Updated 6 years ago
- A sequence to sequence model for abstractive text summarization☆77Updated 7 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆199Updated 2 years ago
- The PyTorch Implementation of SummaRuNNer☆255Updated 3 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Updated 2 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆360Updated 5 years ago