PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
☆153Feb 8, 2022Updated 4 years ago
Alternatives and similar repositories for abstractive-text-summarization
Users that are interested in abstractive-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:
- Pointer-generator reinforced seq2seq summarization in PyTorch☆359Apr 16, 2019Updated 7 years ago
- A sequence to sequence model for abstractive text summarization☆78Nov 23, 2017Updated 8 years ago
- Text Summarization in Pytorch The aim of this project is to build a text summarizer that summarize Amazon Reviews.☆10Jun 7, 2018Updated 7 years ago
- Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"☆2,197Jun 16, 2022Updated 3 years ago
- Neural Abstractive Text Summarization with Sequence-to-Sequence Models☆159Feb 16, 2019Updated 7 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.
- An optimized Transformer based abstractive summarization model with Tensorflow☆17Oct 17, 2022Updated 3 years ago
- Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"☆624Jul 23, 2020Updated 5 years ago
- Multiple implementations for abstractive text summurization , using google colab☆530Oct 6, 2020Updated 5 years ago
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Dec 30, 2019Updated 6 years ago
- Global Encoding for Abstractive Summarization (ACL 2018)☆274May 30, 2019Updated 6 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆662Jun 16, 2022Updated 3 years ago
- Abstractive text summarization done with the help of LSTMs using encoder-decoder model which was able to achieve accuracy of 77.27% on t…☆10Sep 22, 2020Updated 5 years ago
- Tensorflow seq2seq Implementation of Text Summarization.☆646Nov 20, 2022Updated 3 years ago
- Joint Extraction & Compression text Summarization☆40Nov 1, 2019Updated 6 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.
- Abstractive Text Summarization using PyTorch☆14Sep 1, 2020Updated 5 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆200Apr 19, 2022Updated 3 years ago
- code for EMNLP 2019 paper Text Summarization with Pretrained Encoders☆1,302Jul 25, 2024Updated last year
- Abstractive Text Summarization using Transformer☆168Dec 2, 2023Updated 2 years ago
- Abstractive summarisation using Bert as encoder and Transformer Decoder☆412May 30, 2023Updated 2 years ago
- Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304☆158May 7, 2018Updated 7 years ago
- Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.☆124Sep 12, 2019Updated 6 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆249Feb 10, 2021Updated 5 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆70May 29, 2019Updated 6 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.
- ↔️ Utilizing RBERT model structure for KLUE Relation Extraction task☆15Nov 15, 2022Updated 3 years ago
- The guide to tackle with the Text Summarization☆1,313Nov 27, 2022Updated 3 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Jul 23, 2020Updated 5 years ago
- Learning Framework for Neural Abstractive Text Summarization☆104Mar 5, 2020Updated 6 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆400May 21, 2021Updated 4 years ago
- The PyTorch Implementation of SummaRuNNer☆254Sep 7, 2021Updated 4 years ago
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆390Mar 24, 2023Updated 3 years ago
- A Neural Attention Model for Abstractive Sentence Summarization in DyNet☆19May 3, 2018Updated 7 years ago
- ☆28May 4, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for paper Fine-tune BERT for Extractive Summarization☆1,506Jan 11, 2022Updated 4 years ago
- Neural Attention Model for Abstractive Summarization☆917Apr 25, 2018Updated 7 years ago
- ☆20Nov 19, 2020Updated 5 years ago
- Implementation of "Controlling Output Length in Neural Encoder-Decoders"☆42Jan 29, 2018Updated 8 years ago
- Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders☆47Jul 25, 2024Updated last year
- The pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks.☆48Mar 24, 2023Updated 3 years ago
- ☆17Jun 18, 2016Updated 9 years ago