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
Alternatives and similar repositories for Bidirectiona-LSTM-for-text-summarization-
Users that are interested in Bidirectiona-LSTM-for-text-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:
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Feb 16, 2019Updated 7 years ago
- Text summarization using seq2seq in Keras☆292Feb 23, 2022Updated 4 years ago
- Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)☆23Jul 14, 2018Updated 8 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3, Tensorflow>=1.5.0)☆15Aug 23, 2018Updated 7 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆647Nov 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A sequence to sequence model for abstractive text summarization☆78Nov 23, 2017Updated 8 years ago
- Text Summarization using Pointer Attention Models☆59Apr 15, 2018Updated 8 years ago
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆67Jan 20, 2017Updated 9 years ago
- Learning Framework for Neural Abstractive Text Summarization☆103Mar 5, 2020Updated 6 years ago
- Multiple implementations for abstractive text summurization , using google colab☆529Oct 6, 2020Updated 5 years ago
- Text summarization starting from scratch.☆96Aug 27, 2024Updated last year
- Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.☆13Apr 7, 2017Updated 9 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆663Jun 16, 2022Updated 4 years ago
- Fluent Bit Dynamic Plugin Development☆14Dec 9, 2022Updated 3 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.
- Deep Reinforcement Learning For Sequence to Sequence Models☆767Mar 24, 2023Updated 3 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆17Nov 12, 2017Updated 8 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆145Jun 17, 2022Updated 4 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,194Jun 16, 2022Updated 4 years ago
- NLPCC 2019 Outstanding Paper "Improving Transformer with Sequential Context Representations for Abstractive Text Summarization" source c…☆11Jul 25, 2024Updated 2 years ago
- A Neural Attention Model for Abstractive Sentence Summarization in DyNet☆19May 3, 2018Updated 8 years ago
- ☆386Jan 25, 2018Updated 8 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆411May 30, 2023Updated 3 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆321Oct 1, 2019Updated 6 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.
- A machine learning use to predict gender from a photo☆11May 9, 2018Updated 8 years ago
- Abstractive Summarization IJCAI paper code☆28Oct 4, 2018Updated 7 years ago
- Extractive vs. Abstractive Text Summarization Methods☆25Jun 22, 2018Updated 8 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 6 years ago
- Chrome extension for book searching on Libgen☆20Mar 31, 2015Updated 11 years ago
- The guide to tackle with the Text Summarization☆1,313Nov 27, 2022Updated 3 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
- Solutions☆12Dec 24, 2016Updated 9 years ago
- Calculating ROUGE score between two files (line-by-line)☆191Jul 8, 2021Updated 5 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.
- A deep learning neural network for abstractive deep summarization☆20Dec 23, 2019Updated 6 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)☆314Jul 5, 2019Updated 7 years ago
- Extractive Text Summarization in Python☆20Apr 21, 2018Updated 8 years ago
- Find polluting test by bisecting your tests.☆17Jun 16, 2015Updated 11 years ago
- The PyTorch Implementation of SummaRuNNer☆253Sep 7, 2021Updated 4 years ago
- My implementation of the FusionNet for machine comprehension☆26Apr 25, 2018Updated 8 years ago
- Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention☆28Oct 22, 2020Updated 5 years ago