Abstractive Text Summarization using Transformer
☆168Dec 2, 2023Updated 2 years ago
Alternatives and similar repositories for transformer-abstractive-summarization
Users that are interested in transformer-abstractive-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 and Extractive Text summarization using Transformers.☆86Jun 9, 2023Updated 2 years ago
- Abstractive Text Summarization with Transformer networks implemented (from scratch) using Keras and Tensorflow☆24Jan 21, 2021Updated 5 years ago
- Japanese Sentence Summarization with BERT☆49May 9, 2023Updated 2 years ago
- 基于Transformer的生成式文本摘要☆186Jun 22, 2022Updated 3 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆440May 26, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- One implementation of the paper "Coreference-Aware Dialogue Summarization".☆19Nov 9, 2023Updated 2 years ago
- A BERT-Transformer network for abstractive text summarization☆129Nov 29, 2022Updated 3 years ago
- Repository for the Findings of ACL'23 paper Label Agnostic Pre-training for Zero-shot Text Classification☆12Aug 10, 2023Updated 2 years ago
- Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network☆323Oct 1, 2019Updated 6 years ago
- Training T5 to perform numerical reasoning.☆23Jun 4, 2021Updated 4 years ago
- A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.☆157Jan 14, 2023Updated 3 years ago
- Tutorial for first time BERT users,☆103Dec 8, 2022Updated 3 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆70May 29, 2019Updated 6 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆399May 21, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆390Mar 24, 2023Updated 3 years ago
- ☆14Aug 30, 2023Updated 2 years ago
- Repo for Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization☆23Aug 26, 2021Updated 4 years ago
- Code for ACL 2020 paper: "Extractive Summarization as Text Matching"☆522Jan 11, 2022Updated 4 years ago
- LSTM text generation by word. Used to generate multiple sentence suggestions based on the input words or a sentence☆27Nov 10, 2020Updated 5 years ago
- This repo contains a set of notebooks to reproduce reinforcement learning algorithms.☆16Nov 21, 2022Updated 3 years ago
- A tutorial for Automatic Text Summarization using TextRank algorithm.☆182Nov 5, 2018Updated 7 years ago
- Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"☆65Nov 2, 2019Updated 6 years ago
- Word segmentation using Conditional Random Fields (CRF) for Khmer document☆33Oct 4, 2025Updated 7 months 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.
- Extractive vs. Abstractive Text Summarization Methods☆25Jun 22, 2018Updated 7 years ago
- Examples to finetune encoder-only and encoder-decoder transformers for Japanese language in Hugging Face (Oct 2022)☆16Oct 6, 2023Updated 2 years ago
- ☆1,652Jul 20, 2023Updated 2 years ago
- Some notebooks for NLP☆210Nov 2, 2023Updated 2 years ago
- The corresponding code for our paper: "Exploring the Challenges of Open Domain Multi-Document Summarization". Do not hesitate to open an …☆33Jun 24, 2023Updated 2 years ago
- Deploy PhoBERT for Abstractive Text Summarization as REST API using StreamLit, Transformers by Hugging Face and PyTorch☆33Apr 8, 2021Updated 5 years ago
- SUPERT: Unsupervised multi-document summarization evaluation & generation☆96Dec 8, 2022Updated 3 years ago
- Abstractive summarization model based on pure transformer architecture☆21Aug 26, 2018Updated 7 years ago
- Repository for the code to the paper "Question-Driven Summarization of Answers to Consumer Health Questions"☆14Nov 9, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tensorflow re-implementation of GAN for text summarization☆136Oct 6, 2019Updated 6 years ago
- ARTML- Real time learning☆21Jul 27, 2019Updated 6 years ago
- Implementation of the paper "Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters (NAACL 2021)"☆30Sep 4, 2025Updated 8 months ago
- An Abstractive Summarization(for Datasets in English format) Implementation with Transformer and Pointer-generator☆12Dec 31, 2020Updated 5 years ago
- ☆13Feb 26, 2023Updated 3 years ago
- A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.☆70Nov 23, 2020Updated 5 years ago
- ☆35Dec 23, 2022Updated 3 years ago