News summarization using sequence to sequence model with attention in TensorFlow.
☆189Apr 4, 2018Updated 8 years ago
Alternatives and similar repositories for deep-news-summarization
Users that are interested in deep-news-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:
- Our goal is to implement text summarization by generating headline for a news body using recurrent neural networks. We attempt to reprodu…☆32Apr 27, 2018Updated 8 years ago
- ☆386Jan 25, 2018Updated 8 years ago
- Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews☆132Nov 27, 2017Updated 8 years ago
- Automatically generate headlines to short articles☆519Apr 22, 2018Updated 8 years ago
- Preparing a dataset for TensorFlow text summarization (TextSum) model.☆145Feb 21, 2017Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"☆41May 13, 2018Updated 8 years ago
- [deprecated] reference code for textsum☆15Mar 28, 2017Updated 9 years ago
- A text summarization tool for Marathi implemented as a project for course Adavanced NLP (CSCI 544)☆16Apr 29, 2017Updated 9 years ago
- Neural Attention Model for Abstractive Summarization☆916Apr 25, 2018Updated 8 years ago
- Text summarization using seq2seq in Keras☆291Feb 23, 2022Updated 4 years ago
- Generates headline given a text of data☆22Apr 26, 2017Updated 9 years ago
- Summarizes news articles☆1,170Sep 27, 2026Updated last month
- A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.☆67Jan 20, 2017Updated 9 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Dec 30, 2019Updated 6 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
- In progress☆271Apr 12, 2017Updated 9 years ago
- Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet☆59Nov 6, 2017Updated 8 years ago
- Selective Encoding for Abstractive Sentence Summarization in DyNet☆20Nov 5, 2017Updated 8 years ago
- 从门户网站爬取新闻的摘要-标题对使用seq2seq根据摘要生成标题☆45Jun 27, 2017Updated 9 years ago
- Text summarization using spacy☆22Dec 8, 2022Updated 3 years ago
- textsum基于tensorflow实现的Seq2Seq-attention模型以及其他策略算法, 来解决摘要生成、主旨提取等（Text Summary）的任务。部分代码是在其他作者代码的基础上修改而来，后期将全部整理重构。☆30Sep 19, 2019Updated 7 years ago
- non-anonymized cnn/dailymail dataset for text summarization☆13May 30, 2017Updated 9 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆647Nov 20, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.☆13Apr 7, 2017Updated 9 years ago
- Pre-training character n-gram embeddings☆23Nov 1, 2023Updated 2 years ago
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆52Aug 11, 2020Updated 6 years ago
- A curated list of resources dedicated to text summarization☆1,536Jan 9, 2023Updated 3 years ago
- An Abstractive summarizer for online news articles.☆18Mar 25, 2015Updated 11 years ago
- Sequence to sequence recipe summarization☆136Apr 9, 2018Updated 8 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
- the solustion to https://openai.com/requests-for-research☆12Mar 23, 2017Updated 9 years ago
- Source code for "Distraction-based Neural Models for Document Summarization" runnable on GPU and CPU.☆15May 22, 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.
- Multi-document summarization tool relying on ILP and sentence fusion☆81Dec 27, 2022Updated 3 years ago
- Code to obtain the Gigaword dataset (non-anonymized) for summarization☆13Aug 27, 2022Updated 4 years ago
- The guide to tackle with the Text Summarization☆1,313Nov 27, 2022Updated 3 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
- Named Entity Disambiguation for Noisy Text☆66Jun 26, 2017Updated 9 years ago
- ☆31Mar 19, 2019Updated 7 years ago
- Inspired by http://nlp.stanford.edu/courses/cs224n/2015/reports/1.pdf☆57Jul 8, 2016Updated 10 years ago