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The Top 23 Summarization Open Source Projects

Open source projects categorized as Summarization
Categories > Text Processing > Summarization
Lecture Summarizer ⭐ 126
Lecture summarization with BERT
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
Nepali_nlp ⭐ 126
A python based library for NLP in Nepali language
total releases 2most recent commit 2 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
Bert Summarization ⭐ 118
most recent commit a year 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
Pymfe ⭐ 116
Python Meta-Feature Extractor package.
dependent packages 3total releases 11most recent commit 4 months agopypi pymfe} Downloads
Recipe Summarization ⭐ 114
Sequence to sequence recipe summarization
most recent commit 6 years ago
Abstractive Summarization ⭐ 113
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
most recent commit 4 years ago
Node Pullquoter ⭐ 112
Automatically pull interesting quotes out of an article.
dependent packages 2total releases 4most recent commit 6 years agonpm pullquoter} Downloads
Vsumm Reinforce ⭐ 110
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
most recent commit 2 years ago
Sa Papers ⭐ 108
📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢
most recent commit 6 years ago
Unified Summarization ⭐ 108
Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
most recent commit 5 years ago
Long Doc Summarization ⭐ 107
Long Document Summarization Papers
most recent commit 9 months ago
Neuralcodesum ⭐ 103
Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].
most recent commit 3 years ago
Factsumm ⭐ 102
FactSumm: Factual Consistency Scorer for Abstractive Summarization
total releases 4most recent commit 4 months ago
Text Summarizer ⭐ 101
Python Framework for Extractive Text Summarization
most recent commit 2 years ago
Nlp_toolkit ⭐ 101
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit 7 months ago
Ctrl Sum ⭐ 100
Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper
most recent commit 2 years ago
Convolutional Attention ⭐ 100
Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
most recent commit 8 years ago
Abstractive Text Summarization ⭐ 99
PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
most recent commit 6 years ago
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