alesee / abstractive-text-summarizationLinks
PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
☆151Updated 3 years ago
Alternatives and similar repositories for abstractive-text-summarization
Users that are interested in abstractive-text-summarization are comparing it to the libraries listed below
Sorting:
- ☆177Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆158Updated 6 years ago
- A BERT-Transformer network for abstractive text summarization☆126Updated 2 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Updated 5 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆232Updated 5 years ago
- Text summarization starting from scratch.☆94Updated 9 months ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 6 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆408Updated 2 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆143Updated 2 years ago
- The PyTorch Implementation of SummaRuNNer☆254Updated 3 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Updated 6 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆273Updated 5 years ago
- BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.☆56Updated 5 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆166Updated 5 years ago
- Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).☆186Updated 4 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Updated 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
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"