lipiji / neural-summ-cnndm-pytorchView external linksLinks
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
☆200Apr 19, 2022Updated 3 years ago
Alternatives and similar repositories for neural-summ-cnndm-pytorch
Users that are interested in neural-summ-cnndm-pytorch are comparing it to the libraries listed below
Sorting:
- Transformer for abstractive summarization on cnn/daily-mail and gigawords☆140Jan 17, 2023Updated 3 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆360Apr 16, 2019Updated 6 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 6 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"☆915Jan 23, 2023Updated 3 years ago
- Abstractive summarization on LCSTS dataset☆21Jan 30, 2019Updated 7 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,196Jun 16, 2022Updated 3 years ago
- code for EMNLP 2019 paper Text Summarization with Pretrained Encoders☆1,304Jul 25, 2024Updated last year
- Code for ACL 2019 paper: "Searching for Effective Neural Extractive Summarization: What Works and What's Next"☆91Apr 6, 2021Updated 4 years ago
- Global Encoding for Abstractive Summarization (ACL 2018)☆274May 30, 2019Updated 6 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆400May 21, 2021Updated 4 years ago
- Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"☆19Aug 17, 2022Updated 3 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Nov 6, 2019Updated 6 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Oct 5, 2018Updated 7 years ago
- The source code for ACL 2020 paper Exclusive Hierarchical Decoding for Deep Keyphrase Generation☆55Dec 8, 2022Updated 3 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆412May 30, 2023Updated 2 years ago
- LCSTS,ROUGE,short text summarization,NLG,seq2seq☆23Jul 25, 2017Updated 8 years ago
- A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical…☆28May 5, 2018Updated 7 years ago
- The PyTorch Implementation of SummaRuNNer☆254Sep 7, 2021Updated 4 years ago
- BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization (ACL 2019)☆41Sep 30, 2022Updated 3 years ago
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆52Aug 11, 2020Updated 5 years ago
- Code for paper Fine-tune BERT for Extractive Summarization☆1,504Jan 11, 2022Updated 4 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆249Feb 10, 2021Updated 5 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆657Jun 16, 2022Updated 3 years ago
- Text Style Transfer: A Review☆13Jun 1, 2019Updated 6 years ago
- Topic-Aware Convolutional Neural Networks for Extreme Summarization☆376Jun 20, 2023Updated 2 years ago
- Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019☆237Aug 20, 2019Updated 6 years ago
- ☆75Sep 1, 2022Updated 3 years ago
- A Seq2Seq with attention and copy mechanism for sentence summarization☆13Mar 11, 2019Updated 6 years ago
- Source code for our "TitleStylist" paper at ACL 2020☆78Jul 25, 2024Updated last year
- The source code of our ACL paper "A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance an…☆14May 6, 2023Updated 2 years ago
- Code to obtain the training data for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences…☆17Jul 5, 2019Updated 6 years ago
- Chinese GPT2: pre-training and fine-tuning framework for text generation☆187May 24, 2021Updated 4 years ago
- seq2seq+attention model for Chinese textsum☆42Mar 15, 2018Updated 7 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)☆316Jul 5, 2019Updated 6 years ago
- ☆178Jan 31, 2019Updated 7 years ago
- An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction☆38Dec 8, 2022Updated 3 years ago
- A BERT-Transformer network for abstractive text summarization☆128Nov 29, 2022Updated 3 years ago
- ☆301May 2, 2025Updated 9 months ago