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The Top 23 Text Summarization Open Source Projects

Open source projects categorized as Text Summarization

Categories > Machine Learning > Text Summarization

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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

Summarization Papers ⭐ 922

Summarization Papers

most recent commit 9 months ago

Textrank ⭐ 836

TextRank implementation for Python 3.

dependent packages 6total releases 10most recent commit 5 years ago

pypi summa} Downloads

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 ago

pypi 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 a month ago

pypi 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

Kr Wordrank ⭐ 344

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

dependent packages 5total releases 11most recent commit 2 years ago

pypi krwordrank} Downloads

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

most recent commit 4 years 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 ago

pypi nlg-yongzhuo} Downloads

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 ago

pypi Macropodus} Downloads

Text Summarization Papers ⭐ 245

An Exhaustive Paper List for Text Summarization

most recent commit 4 years ago

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

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

The 10 Most Depended On 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 a month ago

pypi clarifai} Downloads

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

dependent packages 29total releases 41latest release November 10, 2023most recent commit 5 months ago

pypi nlpcloud} Downloads

Nlpcloud Js ⭐ 40

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

dependent packages 6total releases 50latest release November 29, 2023most recent commit 4 months ago

npm nlpcloud} Downloads

Textrank ⭐ 836

TextRank implementation for Python 3.

dependent packages 6total releases 10latest release January 16, 2019most recent commit 5 years ago

pypi summa} Downloads

Nodejs Text Summarizer ⭐ 22

Text summarization based on sentence extraction for nodejs

dependent packages 5total releases 7latest release March 14, 2016most recent commit 7 years ago

npm nodejs-text-summarizer} Downloads

Kr Wordrank ⭐ 344

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

dependent packages 5total releases 11latest release August 14, 2020most recent commit 2 years ago

pypi krwordrank} Downloads

Text summarization using Lexrank

dependent packages 3total releases 8latest release August 13, 2018most recent commit 6 years ago

npm lexrank} Downloads

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 7latest release December 25, 2020most recent commit 3 years ago

pypi Macropodus} Downloads

Summarizer ⭐ 6

Text summarization Python library (in progress)

dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years ago

pypi text-summarizer} Downloads

Textrank Node ⭐ 16

dependent packages 1total releases 6latest release March 25, 2017most recent commit 7 years ago

npm textrank} Downloads

The 10 Latest Releases In 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 a month ago

pypi clarifai} Downloads

Nlpcloud Js ⭐ 40

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

dependent packages 6total releases 50latest release November 29, 2023most recent commit 4 months ago

npm nlpcloud} Downloads

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

dependent packages 29total releases 41latest release November 10, 2023most recent commit 5 months ago

pypi nlpcloud} Downloads

Nlpcloud Ruby ⭐ 7

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

total releases 39latest release November 10, 2023most recent commit 5 months ago

Nlpcloud Go ⭐ 8

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

total releases 56latest release November 03, 2023most recent commit 3 months ago

Supersummarizeai ⭐ 8

Unleash the power of AI with SuperSummarizeAI! Effortlessly extract, condense, and clip content from webpages and YouTube videos using ChatGPT. Turning endless streams of content into digestible summaries.

total releases 9latest release September 03, 2023most recent commit 8 months 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 39latest release September 03, 2023most recent commit 8 months ago

Split Markdown4gpt ⭐ 11

A Python tool for splitting large Markdown files into smaller sections based on a specified token limit. This is particularly useful for processing large Markdown files with GPT models, as it allows the models to handle the data in manageable chunks.

total releases 7latest release June 19, 2023most recent commit 5 months ago

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

Text Summarization ⭐ 48

Automagically generates summaries from html or text.

dependent packages 1total releases 6latest release July 01, 2021most recent commit a year ago

npm text-summarization} Downloads

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