alesee / abstractive-text-summarization
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:
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆158Updated 6 years ago
- ☆177Updated 6 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆273Updated 5 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Updated 5 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆232Updated 5 years ago
- Text summarization starting from scratch.☆94Updated 8 months 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
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 5 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆143Updated 2 years ago
- A BERT-Transformer network for abstractive text summarization☆126Updated 2 years ago
- ☆121Updated 2 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆250Updated 4 years ago
- Calculating ROUGE score between two files (line-by-line)☆192Updated 3 years ago
- Code for the paper "Neural Question Generation from Text: A Preliminary Study"☆144Updated 6 years ago
- Neural text-to-text question generation☆216Updated 4 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆361Updated 6 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Updated 5 years ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆100Updated last year
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 5 years ago
- Large-scale multi-document summarization dataset and code☆282Updated 2 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆408Updated last year
- ☆112Updated 5 years ago
- Japanese Sentence Summarization with BERT☆49Updated 2 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Updated 6 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304☆158Updated 7 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆189Updated last year
- The PyTorch Implementation of SummaRuNNer☆255Updated 3 years ago