A sequence to sequence model for abstractive text summarization
☆78Nov 23, 2017Updated 8 years ago
Alternatives and similar repositories for Summarization
Users that are interested in Summarization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Abstractive Summarization IJCAI paper code☆27Oct 4, 2018Updated 8 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆647Nov 20, 2022Updated 3 years ago
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆151Feb 8, 2022Updated 4 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 7 years ago
- seq2seq+attention model for Chinese textsum☆41Mar 15, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An experimental custom seq-2-seq model with both layer-wise (inter-layer), and intra-layer attention (attention to previous hidden states…☆10Nov 30, 2017Updated 8 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Feb 16, 2019Updated 7 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆17Nov 12, 2017Updated 8 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Dec 30, 2019Updated 6 years ago
- A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)☆82Oct 22, 2018Updated 8 years ago
- Transformer for abstractive summarization on cnn/daily-mail and gigawords☆140Jan 17, 2023Updated 3 years ago
- Abstractive summarization leveraging opennmt☆41Apr 17, 2022Updated 4 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 6 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆13Jul 5, 2017Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Text Summarization with Seq2Seq + Attention☆10Mar 19, 2018Updated 8 years ago
- Neural Attention Model for Abstractive Summarization☆916Apr 25, 2018Updated 8 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆358Apr 16, 2019Updated 7 years ago
- Tensorflow re-implementation of GAN for text summarization☆136Oct 6, 2019Updated 7 years ago
- Predict housing prices in Portland, Oregon for selling or buying house☆20Dec 16, 2018Updated 7 years ago
- non-anonymized cnn/dailymail dataset for text summarization☆13May 30, 2017Updated 9 years ago
- Extractive Multi-Document Summarization using Convolutional Neural Networks☆15Dec 17, 2015Updated 10 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆661Jun 16, 2022Updated 4 years ago
- A BERT-Transformer network for abstractive text summarization☆129Nov 29, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆52Aug 11, 2020Updated 6 years ago
- Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet☆59Nov 6, 2017Updated 8 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,191Jun 16, 2022Updated 4 years ago
- Code for the ACL 2017 paper "Selective Encoding for Abstractive Sentence Summarization"☆37Jan 25, 2019Updated 7 years ago
- Text Summarization using Pointer Attention Models☆59Apr 15, 2018Updated 8 years ago
- A general framework for Interactive Multi-Document Summarization☆23Nov 14, 2018Updated 7 years ago
- A code for "Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking" in ACL2…☆28Jul 27, 2019Updated 7 years ago
- SideNet: Neural Extractive Summarization with Side Information☆57Apr 4, 2020Updated 6 years ago
- ☆300May 2, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆70May 29, 2019Updated 7 years ago
- 微博文本自动摘要的一个实验，做的最原始的用于开源的版本。☆21Aug 11, 2017Updated 9 years ago
- Extractive Text Summarization Using LDA For Topic Modeling☆41Oct 10, 2016Updated 10 years ago
- Global Encoding for Abstractive Summarization (ACL 2018)☆273May 30, 2019Updated 7 years ago
- Code for the EMNLP 2018 paper "Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization"☆35Apr 15, 2021Updated 5 years ago
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Feb 21, 2017Updated 9 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆321Oct 1, 2019Updated 7 years ago