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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 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

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 21 days ago

pypi clarifai} Downloads

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

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

Summertime ⭐ 241

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo

total releases 3most recent commit 7 months ago

Headliner ⭐ 197

🏖 Easy training and deployment of seq2seq models.

most recent commit 4 years 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

Discobert ⭐ 156

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

most recent commit 4 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 4 years ago

Pythonrouge ⭐ 142

Python wrapper for evaluating summarization quality by ROUGE package

most recent commit 4 years ago

Files2rouge ⭐ 128

Calculating ROUGE score between two files (line-by-line)

most recent commit 3 years ago

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

most recent commit 3 months ago

Nlp_toolkit ⭐ 101

Library of state-of-the-art models (PyTorch) for NLP tasks

most recent commit 7 months ago

Nlpbuddy ⭐ 82

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

most recent commit 5 years ago

Skip Thought Tf ⭐ 78

An implementation of skip-thought vectors in Tensorflow

most recent commit 4 years ago

Nlp Akash ⭐ 68

Natural Language Processing notes and implementations.

most recent commit a year ago

The 7 Most Depended On Natural Language Processing 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 21 days 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

Textrank ⭐ 836

TextRank implementation for Python 3.

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

pypi summa} 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

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

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

The 10 Latest Releases In Natural Language Processing 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 21 days 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 7 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

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

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