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The Top 23 Natural Language Processing Text Summarization Open Source Projects

Open source projects categorized as Natural Language Processing Text Summarization
Categories > Machine Learning > Natural Language Processing
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 4 months ago
Harvesttext ⭐ 1,803
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 36most recent commit 2 months ago
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit 4 months 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 2 years ago
Summarization Papers ⭐ 879
Summarization Papers
most recent commit a day ago
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 5total releases 10most recent commit 4 years agopypi summa} Downloads
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 2 years 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 2 years agopypi Macropodus} Downloads
Kr Wordrank ⭐ 256
비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다
dependent packages 5total releases 11most recent commit a year agopypi krwordrank} Downloads
Headliner ⭐ 197
🏖 Easy training and deployment of seq2seq models.
most recent commit 3 years ago
Summertime ⭐ 185
An open-source text summarization toolkit for non-experts.
total releases 3most 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 a year ago
Brio ⭐ 156
ACL 2022: BRIO: Bringing Order to Abstractive Summarization
most recent commit 5 months ago
Discobert ⭐ 156
Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
most recent commit 3 years ago
Rouge 2.0 ⭐ 145
ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.
most recent commit 3 years ago
Pythonrouge ⭐ 142
Python wrapper for evaluating summarization quality by ROUGE package
most recent commit 3 years ago
Files2rouge ⭐ 128
Calculating ROUGE score between two files (line-by-line)
most recent commit 2 years ago
Nlp_toolkit ⭐ 91
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit 8 months ago
Nlpbuddy ⭐ 82
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
most recent commit 4 years ago
Abstractive_summarizer ⭐ 80
Abstractive Text Summarization using Transformer
most recent commit 2 years ago
Skip Thought Tf ⭐ 78
An implementation of skip-thought vectors in Tensorflow
most recent commit 3 years ago
Awesome Nlp Resources ⭐ 69
a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
most recent commit 9 days ago
Nlp Akash ⭐ 68
Natural Language Processing notes and implementations.
most recent commit 2 months ago
The 4 Most Depended On Natural Language Processing Text Summarization Open Source Projects
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 5total releases 10latest release January 16, 2019most recent commit 4 years agopypi summa} Downloads
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 4 years agopypi text-summarizer} Downloads
The 9 Latest Releases In Natural Language Processing Text Summarization Open Source Projects
Summertime ⭐ 185
An open-source text summarization toolkit for non-experts.
total releases 3latest release March 02, 2022most recent commit a year ago
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 4 years agopypi text-summarizer} Downloads
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 5total releases 10latest release January 16, 2019most recent commit 4 years agopypi summa} Downloads
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