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The Top 23 Python Text Summarization Open Source Projects

Open source projects categorized as Python Text Summarization
Categories > Machine Learning > Text Summarization
Cluedatasetsearch ⭐ 2,778
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit a year ago
Harvesttext ⭐ 2,055
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等）
total releases 39most recent commit 8 months ago
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit a year ago
Text Analytics With Python ⭐ 1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
most recent commit 3 years ago
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10most recent commit 5 years agopypi summa} Downloads
Nlu ⭐ 775
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
most recent commit 3 months ago
Text Summarization Tensorflow ⭐ 586
Tensorflow seq2seq Implementation of Text Summarization.
most recent commit a year ago
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13most recent commit 2 years agopypi sumeval} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98most recent commit 25 days agopypi clarifai} Downloads
Transformersum ⭐ 362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
most recent commit a year ago
Nlg Yongzhuo ⭐ 273
中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）
dependent packages 1total releases 3most recent commit 2 years agopypi nlg-yongzhuo} Downloads
Brio ⭐ 260
ACL 2022: BRIO: Bringing Order to Abstractive Summarization
most recent commit a year ago
Macropodus ⭐ 256
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分 of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
dependent packages 1total releases 7most recent commit 3 years agopypi Macropodus} Downloads
Keras Text Summarization ⭐ 243
Text summarization using seq2seq in Keras
most recent commit 5 years ago
Summertime ⭐ 241
An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo
total releases 3most recent commit 7 months ago
Summarize ⭐ 210
A python library for simple text summarization
most recent commit 9 years ago
Xl Sum ⭐ 209
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
most recent commit a year ago
100 Days Of Ml Code ⭐ 201
A day to day plan for this challenge. Covers both theoritical and practical aspects
most recent commit a year ago
Headliner ⭐ 197
🏖 Easy training and deployment of seq2seq models.
most recent commit 4 years ago
Text Summarizer Pytorch ⭐ 161
Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
most recent commit 5 years ago
Text Summarizer ⭐ 152
Understand Text Summarization and create your own summarizer in python
most recent commit 3 years ago
Pythonrouge ⭐ 142
Python wrapper for evaluating summarization quality by ROUGE package
most recent commit 4 years ago
Nlp_toolkit ⭐ 101
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit 7 months ago
The 7 Most Depended On Python Text Summarization Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 25 days agopypi clarifai} Downloads
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10latest release January 16, 2019most recent commit 5 years agopypi summa} Downloads
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13latest release September 27, 2019most recent commit 2 years agopypi sumeval} Downloads
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years agopypi text-summarizer} Downloads
The 10 Latest Releases In Python Text Summarization Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 25 days agopypi clarifai} Downloads
Summertime ⭐ 241
An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo
total releases 3latest release March 02, 2022most recent commit 7 months ago
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years agopypi text-summarizer} Downloads
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