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The Top 23 Dataset Summarization Open Source Projects

Open source projects categorized as Dataset Summarization
Categories > Data Processing > Dataset
Categories > Text Processing > Summarization
Pegasus ⭐ 1,523
most recent commit 9 months ago
Scitldr ⭐ 631
most recent commit 2 years ago
Ml4se ⭐ 511
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
most recent commit 3 months ago
Cnn Dailymail ⭐ 381
Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization
most recent commit 5 years ago
Matchsum ⭐ 375
Code for ACL 2020 paper: "Extractive Summarization as Text Matching"
most recent commit 2 years ago
Transformer Pointer Generator ⭐ 314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
most recent commit 3 years ago
Long Summarization ⭐ 255
Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"
most recent commit 2 years ago
Wikihow Dataset ⭐ 250
A Large Scale Text Summarization Dataset
most recent commit a year ago
Multi News ⭐ 235
Large-scale multi-document summarization dataset and code
most recent commit a year ago
Text Summarization Repo ⭐ 184
텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.
most recent commit 2 years ago
Dialogsum ⭐ 153
DialogSum: A Real-life Scenario Dialogue Summarization Dataset - Findings of ACL 2021
most recent commit 7 months ago
Video Summarization With Lstm ⭐ 150
Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)
most recent commit 7 years ago
Summarus ⭐ 140
Models for automatic abstractive summarization
most recent commit 2 years ago
Deep Summarization ⭐ 126
Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews
most recent commit 6 years ago
How2 Dataset ⭐ 125
This repository contains code and metadata of How2 dataset
most recent commit a year ago
Neusum ⭐ 118
Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"
most recent commit 6 years ago
Mmn ⭐ 116
📝 Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. In NAACL-HLT, 2019 (oral).
most recent commit 4 years ago
Hiersumm ⭐ 116
Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019
most recent commit 5 years ago
Scientificsummarizationdatasets ⭐ 88
Datasets I have created for scientific summarization, and a trained BertSum model
most recent commit 4 years ago
Dsnet ⭐ 81
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
most recent commit 3 years ago
Video Summarization Resources ⭐ 80
Video Summarization Dataset, Papers, Codes
most recent commit 6 years ago
Vasnet ⭐ 72
PyTorch implementation of the ACCV 2018-AIU2018 paper Video Summarization with Attention
most recent commit 5 years ago
Summarization ⭐ 70
A sequence to sequence model for abstractive text summarization
most recent commit 6 years ago
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