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The Top 23 Natural Language Processing Summarization Open Source Projects

Open source projects categorized as Natural Language Processing Summarization
Categories > Machine Learning > Natural Language Processing
Categories > Text Processing > Summarization
Haystack ⭐ 12,474
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
dependent packages 30total releases 100most recent commit 3 months agopypi farm-haystack} Downloads
Nlp_course ⭐ 9,139
YSDA course in Natural Language Processing
most recent commit 3 months ago
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16most recent commit 3 months agopypi sumy} Downloads
Pytextrank ⭐ 2,092
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
dependent packages 11total releases 19most recent commit 2 months agopypi pytextrank} Downloads
Rl4lms ⭐ 1,911
A modular RL library to fine-tune language models to human preferences
most recent commit 4 months ago
Nlp Models Tensorflow ⭐ 1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
most recent commit 4 years ago
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit a year ago
Summarization Papers ⭐ 922
Summarization Papers
most recent commit 9 months ago
Pointer_summarizer ⭐ 859
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
most recent commit a year ago
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10most recent commit 5 years agopypi summa} Downloads
Dr Doc Search ⭐ 597
Converse with book - Built with GPT-3
total releases 12most recent commit 6 months ago
Fastrag ⭐ 591
Efficient Retrieval Augmentation and Generation Framework
most recent commit 3 months ago
Llm Finetuning Hub ⭐ 556
Repository that contains LLM fine-tuning and deployment scripts along with our research findings.
most recent commit 3 months ago
Headlines ⭐ 506
Automatically generate headlines to short articles
most recent commit 6 years ago
Bigbird ⭐ 433
Transformers for Longer Sequences
most recent commit 2 years ago
Infomate.club ⭐ 414
RSS feed aggregator with collections and NLP article summarization
most recent commit 3 months ago
Abstractive Summarization With Transfer Learning ⭐ 387
Abstractive summarisation using Bert as encoder and Transformer Decoder
most recent commit a year ago
Tensorflow Summarization ⭐ 380
most recent commit 6 years ago
Transformer Pointer Generator ⭐ 314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
most recent commit 3 years ago
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 4 years ago
How To Use Transformers ⭐ 271
Transformers 库快速入门教程
most recent commit 4 months ago
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134most recent commit 3 months ago
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5most recent commit 3 months ago
The 10 Most Depended On Natural Language Processing Summarization Open Source Projects
Sumy ⭐ 3,343
Module for automatic summarization of text documents and HTML pages.
dependent packages 14total releases 16latest release October 23, 2022most recent commit 3 months agopypi sumy} Downloads
Pytextrank ⭐ 2,092
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
dependent packages 11total releases 19latest release August 07, 2023most recent commit 2 months agopypi pytextrank} Downloads
Textrank ⭐ 836
TextRank implementation for Python 3.
dependent packages 6total releases 10latest release January 16, 2019most recent commit 5 years agopypi summa} Downloads
Node Summarizer ⭐ 14
A simple node module that allows users to summarize text
dependent packages 5total releases 8latest release May 05, 2019most recent commit 4 years agonpm node-summarizer} Downloads
Rouge ⭐ 34
A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.
dependent packages 3total releases 4latest release December 25, 2014most recent commit 7 years agonpm rouge} Downloads
Pyrouge ⭐ 155
A Python wrapper for the ROUGE summarization evaluation package
dependent packages 3total releases 3latest release October 08, 2016most recent commit 5 years agopypi pyrouge} Downloads
Textrank Node ⭐ 10
dependent packages 2total releases 10latest release August 25, 2015most recent commit 8 years agonpm textrank-node} Downloads
Oneai Node ⭐ 61
Natural language processing - summarization, sentiment analysis, topic detection and more.
dependent packages 2total releases 55latest release July 25, 2023most recent commit 9 months agonpm oneai} Downloads
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
The 10 Latest Releases In Natural Language Processing Summarization Open Source Projects
Enlighten ⭐ 7
Set of NLP tools.
total releases 56latest release November 23, 2023most recent commit 3 months ago
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134latest release October 21, 2023most recent commit 3 months ago
Bunkatopics ⭐ 43
🗺️ Data Cleaning and Textual Data Visualization 🗺️
total releases 41latest release October 20, 2023most recent commit 3 months ago
Pytextrank ⭐ 2,092
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
dependent packages 11total releases 19latest release August 07, 2023most recent commit 2 months agopypi pytextrank} Downloads
Oneai Node ⭐ 61
Natural language processing - summarization, sentiment analysis, topic detection and more.
dependent packages 2total releases 55latest release July 25, 2023most recent commit 9 months agonpm oneai} Downloads
Dr Doc Search ⭐ 597
Converse with book - Built with GPT-3
total releases 12latest release January 29, 2023most recent commit 6 months ago
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