Text summarization starting from scratch.
☆95Aug 27, 2024Updated last year
Alternatives and similar repositories for awesome-text-summarization
Users that are interested in awesome-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:
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆323Oct 1, 2019Updated 6 years ago
- Pytorch implementation for paper "Selective Encoding for Abstractive Sentence Summarization"☆12Mar 17, 2019Updated 7 years ago
- NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.☆66Jan 14, 2020Updated 6 years ago
- 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
- Code to obtain the Gigaword dataset (non-anonymized) for summarization☆13Aug 27, 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.
- A Chinese Long Text Summarization Dataset☆74Jul 29, 2022Updated 3 years ago
- Multiple implementations for abstractive text summurization , using google colab☆530Oct 6, 2020Updated 5 years ago
- Concept-Pointer-Network-for-Abstractive-Summarization☆19May 17, 2019Updated 6 years ago
- Analyzes news stories for event schemas and templates.☆17Mar 31, 2016Updated 10 years ago
- NLP project, based on Bert/UNILM☆23Dec 29, 2019Updated 6 years ago
- The guide to tackle with the Text Summarization☆1,313Nov 27, 2022Updated 3 years ago
- (AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".☆38Oct 14, 2020Updated 5 years ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆98Jul 6, 2023Updated 2 years ago
- A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.☆82Sep 21, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Extractive vs. Abstractive Text Summarization Methods☆25Jun 22, 2018Updated 7 years ago
- Summary of Text Classification in deep learning techniques implemented by PyTorch and TensorFlow. 深度学习文本分类技术总结，以PyTorch实现。☆14Dec 18, 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
- A curated list of resources dedicated to text summarization☆1,542Jan 9, 2023Updated 3 years ago
- 基于LDA和TextRank的关键子提取算法实现☆23Aug 11, 2017Updated 8 years ago
- Audio Generation model working with GPT-2 and VQVAE compressed representation of MelSpectrograms☆18Oct 8, 2023Updated 2 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Jul 23, 2020Updated 5 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 6 years ago
- ☆13Jun 17, 2024Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for our paper Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation.☆11Sep 4, 2022Updated 3 years ago
- ☆15Jan 8, 2020Updated 6 years ago
- A Pointer Generator with a BERT encoder☆10Aug 12, 2019Updated 6 years ago
- NLP at Chulalongkorn University 2020☆18Apr 20, 2020Updated 5 years ago
- A full Python Implementation of the ROUGE Metric (not a wrapper)☆718Nov 19, 2024Updated last year
- Deep Learning Experiments Motivated from Fastai Course☆14Jan 2, 2019Updated 7 years ago
- Implementation of the ConvS2S architecture using TensorFlow. Also includes the BiConvS2S for bidirectional sequence-to-sequence generatio…☆10May 14, 2019Updated 6 years ago
- Notes for Non-convex optimisation☆10May 1, 2020Updated 5 years ago
- [TNNLS, to appear] FET-LM: Flow Enhanced Variational Auto-Encoder for Topic-Guided Language Modeling PyTorch Implementation☆14Mar 4, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- source code for EMNLP 2022 paper HEGEL: Hypergraph Transformer for Long Document Summarization☆15Oct 24, 2022Updated 3 years ago
- Replication files for arXiv:1805.03735 Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic☆11Jan 6, 2019Updated 7 years ago
- Python3入门机器学习 经典算法与应用 学习☆11Nov 9, 2018Updated 7 years ago
- 适用于常见的NLP任务的模板☆35Mar 24, 2023Updated 3 years ago
- 西班牙短文本匹配比赛，初赛8/1027，复赛5/1027☆19Aug 1, 2018Updated 7 years ago
- 实现《Multiway Attention Networks for Modeling Sentence Pairs》中的网络模型，可用于问答，句子逻辑推理☆11Apr 13, 2020Updated 6 years ago
- 主要和大家分享今年2019年的ACL paper☆32Dec 31, 2019Updated 6 years ago