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
- 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
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 7 years ago
- ☆386Jan 25, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Feb 16, 2019Updated 7 years ago
- Abstractive summarization leveraging opennmt☆41Apr 17, 2022Updated 4 years ago
- seq2seq+attention model for Chinese textsum☆41Mar 15, 2018Updated 8 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆13Jul 5, 2017Updated 9 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆17Nov 12, 2017Updated 8 years ago
- A BERT-Transformer network for abstractive text summarization☆129Nov 29, 2022Updated 3 years ago
- Predict housing prices in Portland, Oregon for selling or buying house☆20Dec 16, 2018Updated 7 years ago
- A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)☆82Oct 22, 2018Updated 7 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Dec 30, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SideNet: Neural Extractive Summarization with Side Information☆57Apr 4, 2020Updated 6 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
- Neural Attention Model for Abstractive Summarization☆916Apr 25, 2018Updated 8 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆70May 29, 2019Updated 7 years ago
- Text summarization using seq2seq in Keras☆291Feb 23, 2022Updated 4 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 to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆145Jun 17, 2022Updated 4 years ago
- A custom Rouge wrapper for summary evaluation.☆53May 11, 2015Updated 11 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆662Jun 16, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"☆41May 13, 2018Updated 8 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Jul 23, 2020Updated 6 years ago
- Model proposed in Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation☆18Aug 17, 2017Updated 9 years ago
- News summarization using sequence to sequence model with attention in TensorFlow.☆189Apr 4, 2018Updated 8 years ago
- ☆300May 2, 2025Updated last year
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆321Oct 1, 2019Updated 7 years ago
- The PyTorch Implementation of SummaRuNNer☆254Sep 7, 2021Updated 5 years ago
- Ranking Sentences for Extractive Summarization with Reinforcement Learning☆275Apr 22, 2020Updated 6 years ago
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆67Jan 20, 2017Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 面向金融领域的小样本跨类迁移事件抽取 第三名 方案及代码☆16Dec 23, 2020Updated 5 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Nov 2, 2022Updated 3 years ago
- Pointer-generator reinforced seq2seq summarization in PyTorch☆358Apr 16, 2019Updated 7 years ago
- ☆119Jul 27, 2017Updated 9 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
- Code for the EMNLP 2018 paper "Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization"☆35Apr 15, 2021Updated 5 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆767Mar 24, 2023Updated 3 years ago