Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
☆439May 26, 2025Updated 9 months ago
Alternatives and similar repositories for TransformerSum
Users that are interested in TransformerSum are comparing it to the libraries listed below
Sorting:
- Code for ACL 2020 paper: "Extractive Summarization as Text Matching"☆522Jan 11, 2022Updated 4 years ago
- code for EMNLP 2019 paper Text Summarization with Pretrained Encoders☆1,303Jul 25, 2024Updated last year
- An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo☆280Sep 30, 2023Updated 2 years ago
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆308May 1, 2025Updated 10 months ago
- One implementation of the paper "Coreference-Aware Dialogue Summarization".☆19Nov 9, 2023Updated 2 years ago
- Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper☆412Jun 23, 2024Updated last year
- Code for paper Fine-tune BERT for Extractive Summarization☆1,504Jan 11, 2022Updated 4 years ago
- Easy to use extractive text summarization with BERT☆1,453Jun 12, 2023Updated 2 years ago
- ACL 2022 Findings paper☆16Jul 4, 2022Updated 3 years ago
- Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"☆389Mar 24, 2023Updated 2 years ago
- GSum: A General Framework for Guided Neural Abstractive Summarization☆116Sep 22, 2025Updated 5 months ago
- A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.☆69Nov 23, 2020Updated 5 years ago
- ACL 2022: BRIO: Bringing Order to Abstractive Summarization☆337Oct 10, 2024Updated last year
- ☆18Apr 11, 2021Updated 4 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆433Aug 17, 2022Updated 3 years ago
- FactSumm: Factual Consistency Scorer for Abstractive Summarization☆113Jan 1, 2024Updated 2 years ago
- Summarization Papers☆1,010Jul 15, 2023Updated 2 years ago
- On Generating Extended Summaries of Long Documents☆78Jan 26, 2021Updated 5 years ago
- ☆11Oct 12, 2023Updated 2 years ago
- Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)☆166Apr 25, 2020Updated 5 years ago
- Code for NAACL 2021 full paper "Efficient Attentions for Long Document Summarization"☆68Jul 4, 2021Updated 4 years ago
- Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper☆149May 1, 2025Updated 10 months ago
- SacreROUGE is a library dedicated to the use and development of text generation evaluation metrics with an emphasis on summarization.☆150Oct 22, 2022Updated 3 years ago
- One implementation of the paper "Controllable Neural Dialogue Summarization with Personal Named Entity Planning" (EMNLP 2022).☆18Nov 9, 2023Updated 2 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,266Jul 24, 2025Updated 7 months ago
- Topic-Aware Convolutional Neural Networks for Extreme Summarization☆376Jun 20, 2023Updated 2 years ago
- Code for our paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization", ACL 2021☆187Jun 15, 2021Updated 4 years ago
- Abstractive Text Summarization using Transformer☆168Dec 2, 2023Updated 2 years ago
- A Chinese Long Text Summarization Dataset☆74Jul 29, 2022Updated 3 years ago
- DialogSum: A Real-life Scenario Dialogue Summarization Dataset - Findings of ACL 2021☆183Dec 4, 2024Updated last year
- SummVis is an interactive visualization tool for text summarization.☆254Jun 17, 2022Updated 3 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)☆48Jan 29, 2020Updated 6 years ago
- Source codes for "Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs"☆65Oct 27, 2023Updated 2 years ago
- Dialogue Summarization☆52Jul 3, 2019Updated 6 years ago
- ☆12Nov 11, 2019Updated 6 years ago
- Longformer: The Long-Document Transformer☆2,189Feb 8, 2023Updated 3 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Long-context pretrained encoder-decoder models☆96Oct 28, 2022Updated 3 years ago
- Data augmentation for NLP☆4,652Jun 24, 2024Updated last year