PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
☆153Feb 8, 2022Updated 4 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:
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆322Oct 1, 2019Updated 6 years ago
- A BERT-Transformer network for abstractive text summarization☆128Nov 29, 2022Updated 3 years ago
- A sequence to sequence model for abstractive text summarization☆78Nov 23, 2017Updated 8 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆360Apr 16, 2019Updated 6 years ago
- Japanese Sentence Summarization with BERT☆49May 9, 2023Updated 2 years ago
- Multiple implementations for abstractive text summurization , using google colab☆530Oct 6, 2020Updated 5 years ago
- Text Summarization in Pytorch The aim of this project is to build a text summarizer that summarize Amazon Reviews.☆10Jun 7, 2018Updated 7 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Feb 16, 2019Updated 7 years ago
- pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"☆915Jan 23, 2023Updated 3 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,197Jun 16, 2022Updated 3 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆658Jun 16, 2022Updated 3 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Dec 30, 2019Updated 6 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆646Nov 20, 2022Updated 3 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆412May 30, 2023Updated 2 years ago
- A curated list of resources dedicated to text summarization☆1,541Jan 9, 2023Updated 3 years ago
- Global Encoding for Abstractive Summarization (ACL 2018)☆274May 30, 2019Updated 6 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆200Apr 19, 2022Updated 3 years ago
- Abstractive Text Summarization using Transformer☆168Dec 2, 2023Updated 2 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆249Feb 10, 2021Updated 5 years ago
- ☆20Nov 19, 2020Updated 5 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Mar 5, 2020Updated 6 years ago
- An optimized Transformer based abstractive summarization model with Tensorflow☆17Oct 17, 2022Updated 3 years ago
- The guide to tackle with the Text Summarization☆1,313Nov 27, 2022Updated 3 years ago
- code for EMNLP 2019 paper Text Summarization with Pretrained Encoders☆1,304Jul 25, 2024Updated last year
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 6 years ago
- Краулеры для проекта Taiga Corpus и Taiga Parser, скачивание ресурсов из открытых источников☆14Apr 9, 2019Updated 6 years ago
- A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)☆81Oct 22, 2018Updated 7 years ago
- Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304☆158May 7, 2018Updated 7 years ago
- ↔️ Utilizing RBERT model structure for KLUE Relation Extraction task☆15Nov 15, 2022Updated 3 years ago
- Joint Extraction & Compression text Summarization☆40Nov 1, 2019Updated 6 years ago
- Abstractive text summarization done with the help of LSTMs using encoder-decoder model which was able to achieve accuracy of 77.27% on t…☆10Sep 22, 2020Updated 5 years ago
- The PyTorch Implementation of SummaRuNNer☆254Sep 7, 2021Updated 4 years ago
- Code for paper Fine-tune BERT for Extractive Summarization☆1,504Jan 11, 2022Updated 4 years ago
- Transformer for abstractive summarization on cnn/daily-mail and gigawords☆140Jan 17, 2023Updated 3 years ago
- Models for automatic abstractive summarization☆174Jul 3, 2022Updated 3 years ago
- Convert pretrained RoBerta models to various long-document transformer models☆11Apr 5, 2022Updated 3 years ago
- Code for Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution (ACL2021)☆13Jun 2, 2021Updated 4 years ago
- final-project-level3-nlp-02 created by GitHub Classroom☆11Dec 31, 2021Updated 4 years ago