santhoshkolloju / Abstractive-Summarization-With-Transfer-LearningLinks
Abstractive summarisation using Bert as encoder and Transformer Decoder
☆412Updated 2 years ago
Alternatives and similar repositories for Abstractive-Summarization-With-Transfer-Learning
Users that are interested in Abstractive-Summarization-With-Transfer-Learning 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"☆623Updated 5 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Updated 5 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆644Updated 2 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆652Updated 3 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)☆316Updated 6 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆274Updated 5 years ago
- Tensorflow re-implementation of GAN for text summarization☆135Updated 5 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆361Updated 6 years ago
- The PyTorch Implementation of SummaRuNNer☆254Updated 3 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆152Updated 3 years ago
- Multiple implementations for abstractive text summurization , using google colab☆526Updated 4 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆230Updated 4 years ago
- ☆121Updated 2 years ago
- Multilabel classification for Toxic comments challenge using Bert☆311Updated 6 years ago
- This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail☆378Updated 3 years ago
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆378Updated 2 years ago
- SQuAD Question Answering Using BERT, PyTorch☆401Updated 2 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆398Updated 4 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆144Updated 3 years ago
- Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classif…☆309Updated 5 years ago
- End-to-end Neural Coreference Resolution☆527Updated 3 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- BERT for question answering starting with HotpotQA☆168Updated 6 years ago
- Text summarization using seq2seq in Keras☆292Updated 3 years ago
- Deep Keyphrase Extraction using BERT☆260Updated 3 years ago
- How to use ELMo embeddings in Keras with Tensorflow Hub☆260Updated 6 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Updated 6 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆166Updated 5 years ago
- Neural text-to-text question generation☆216Updated 4 years ago
- Code for ACL 2020 paper: "Extractive Summarization as Text Matching"☆522Updated 3 years ago