All NLP Tools

11,856 tools ranked by quality score

Showing 1–100 of 11,856

#	Tool	Score	Tier	Category	Stars	Language
1	explosion/spaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python	95	Verified	nlp-learning-resources	33,318	Python
2	PyThaiNLP/pythainlp Thai natural language processing in Python	93	Verified	chinese-nlp-toolkits	1,117	Python
3	urchade/GLiNER Generalist and Lightweight Model for Named Entity Recognition (Extract any...	92	Verified	text-classification	2,909	Python
4	sloria/TextBlob Simple, Pythonic, text processing--Sentiment analysis, part-of-speech...	91	Verified	general-nlp-toolkits	9,515	Python
5	nltk/nltk NLTK Source	90	Verified	nlp-learning-resources	14,545	Python
6	chrismattmann/tika-python Tika-Python is a Python binding to the Apache Tika™ REST services allowing...	87	Verified	general-nlp-toolkits	1,651	Python
7	textlint/textlint textlint is the pluggable linter for natural language text.	86	Verified	nlp-task-libraries	3,097	TypeScript
8	deepdoctection/deepdoctection A Repo For Document AI	85	Verified	document-ocr-extraction	3,147	Python
9	stanfordnlp/stanza Stanford NLP Python library for tokenization, sentence segmentation, NER,...	84	Verified	nlp-learning-resources	7,736	Python
10	google/sentencepiece Unsupervised text tokenizer for Neural Network-based text generation.	84	Verified	tokenization-algorithms	11,697	C++
11	miso-belica/sumy Module for automatic summarization of text documents and HTML pages.	83	Verified	extractive-text-summarization	3,665	Python
12	robocorp/rpaframework Collection of open-source libraries and tools for Robotic Process Automation...	82	Verified	agentic-ai-orchestration	1,480	Python
13	google/langextract A Python library for extracting structured information from unstructured...	79	Verified	document-data-extraction	34,668	Python
14	flairNLP/flair A very simple framework for state-of-the-art Natural Language Processing (NLP)	78	Verified	nlp-learning-resources	14,355	Python
15	deanmalmgren/textract extract text from any document. no muss. no fuss.	78	Verified	document-ocr-extraction	4,482	HTML
16	spencermountain/compromise modest natural-language processing	78	Verified	nlp-task-libraries	12,053	JavaScript
17	jxmorris12/language_tool_python a free python grammar checker 📝✅	77	Verified	spell-checking-correction	512	Python
18	hankcs/HanLP Natural Language Processing for the next decade. Tokenization,...	77	Verified	chinese-nlp-toolkits	36,209	Python
19	CAMeL-Lab/camel_tools A suite of Arabic natural language processing tools developed by the CAMeL...	77	Verified	arabic-nlp-tools	538	Python
20	NPC-Worldwide/npcpy The python library for research and development in NLP, multimodal LLMs,...	77	Verified	local-llm-integration	1,228	Python
21	unitaryai/detoxify Trained models & code to predict toxic comments on all 3 Jigsaw Toxic...	76	Verified	toxic-comment-detection	1,202	Python
22	EmilStenstrom/conllu A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a...	76	Verified	japanese-text-processing	320	Python
23	gunthercox/chatterbot-corpus A multilingual dialog corpus	76	Verified	task-oriented-dialogue-systems	1,411	Python
24	chatopera/Synonyms :herb: 中文近义词：聊天机器人，智能问答工具包	76	Verified	lexical-semantic-resources	5,104	Python
25	lovit/soynlp 한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.	75	Verified	korean-text-processing	984	Python
26	isaacus-dev/semchunk A fast, lightweight and easy-to-use Python library for splitting text into...	74	Verified	lexical-semantic-resources	588	Python
27	huggingface/setfit Efficient few-shot learning with Sentence Transformers	74	Verified	few-shot-text-classification	2,699	Jupyter Notebook
28	flairNLP/fundus A very simple news crawler with a funny name	73	Verified	web-scraping-nlp-pipelines	443	Python
29	vi3k6i5/flashtext Extract Keywords from sentence or Replace keywords in sentences.	72	Verified	keyword-extraction	5,706	Python
30	estnltk/estnltk Open source tools for Estonian natural language processing	72	Verified	nlp-course-materials	121	Jupyter Notebook
31	JoeanAmier/XHS-Downloader 小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品...	72	Verified	news-aggregation-mcp	10,334	Python
32	cltk/cltk The Classical Language Toolkit	72	Verified	general-nlp-toolkits	898	Python
33	google/langfun OO for LLMs	71	Verified	llm-evaluation-benchmarking	900	Python
34	kenlimmj/rouge A Javascript implementation of the Recall-Oriented Understudy for Gisting...	71	Verified	transformer-based-summarization	44	JavaScript
35	hplt-project/sacremoses Python port of Moses tokenizer, truecaser and normalizer	71	Verified	word-stemming-stemmers	495	Python
36	languagetool-org/languagetool Style and Grammar Checker for 25+ Languages	71	Verified	spell-checking-correction	14,182	Java
37	dkpro/dkpro-cassis UIMA CAS processing library written in Python	70	Verified	spacy-nlp-framework	91	Python
38	JohnSnowLabs/spark-nlp State of the Art Natural Language Processing	70	Verified	nlp-learning-coursework	4,116	Scala
39	grobidOrg/grobid A machine learning software for extracting information from scholarly documents	70	Verified	model-evaluation-diagnostics	4,703	Java
40	forzagreen/n2words Convert numerical numbers to written numbers, in 52+ languages.	70	Verified	rust-nlp-bindings	107	JavaScript
41	bab2min/kiwipiepy Python API for Kiwi	70	Verified	korean-text-processing	363	Python
42	dongrixinyu/JioNLP 中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package...	70	Verified	chinese-nlp-toolkits	3,802	Python
43	666ghj/BettaFish 微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。	70	Verified	twitter-sentiment-pipelines	39,455	Python
44	HIT-SCIR/ltp Language Technology Platform	69	Established	nlp-learning-resources	5,239	Python
45	hellohaptik/chatbot_ner chatbot_ner: Named Entity Recognition for chatbots.	69	Established	ner-domain-applications	330	Python
46	aphp/edsnlp Modular, fast NLP framework, compatible with Pytorch and spaCy, offering...	69	Established	nlp-learning-resources	156	Python
47	ChenghaoMou/text-dedup All-in-one text de-duplication	69	Established	fasttext-serving-wrappers	746	Python
48	acl-org/acl-anthology Data and software for building the ACL Anthology.	69	Established	nlp-dataset-collections	693	Python
49	chatopera/efaqa-corpus-zh ❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库	68	Established	text-emotion-recognition	742	Python
50	zjunlp/DeepKE [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction	68	Established	graph-neural-networks	4,338	Python
51	discopy/discopy The Python toolkit for computing with string diagrams.	68	Established	legal-document-processing	406	Python
52	MantisAI/nervaluate Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13	68	Established	ner-tools-and-frameworks	206	Python
53	Alir3z4/python-stop-words Get list of common stop words in various languages in Python	68	Established	stopword-lists-datasets	159	Python
54	hankcs/pyhanlp 中文分词	68	Established	chinese-nlp-toolkits	3,211	Python
55	thisandagain/sentiment AFINN-based sentiment analysis for Node.js.	68	Established	sentiment-analysis-web-tools	2,674	JavaScript
56	OpenPecha/Botok 🏷 བོད་ཏོག [pʰøtɔk̚] Tibetan word tokenizer in Python	68	Established	japanese-text-processing	78	Python
57	goodmami/wn A modern, interlingual wordnet interface for Python	68	Established	lexical-semantic-resources	290	Python
58	adbar/htmldate Fast and robust date extraction from web pages, with Python or on the command-line	67	Established	temporal-expression-parsing	146	Python
59	CUNY-CL/wikipron Massively multilingual pronunciation mining	67	Established	lexical-semantic-resources	363	Python
60	jacksonllee/pycantonese Cantonese Linguistics and NLP	67	Established	chinese-nlp-toolkits	400	Python
61	huggingface/neuralcoref ✨Fast Coreference Resolution in spaCy with Neural Networks	67	Established	nlp-learning-resources	2,890	C
62	anoopkunchukuttan/indic_nlp_library Resources and tools for Indian language Natural Language Processing	67	Established	nlp-dataset-collections	630	Python
63	allenai/scispacy A full spaCy pipeline and models for scientific/biomedical documents.	67	Established	general-nlp-toolkits	1,934	Python
64	apache/opennlp Apache OpenNLP	67	Established	java-nlp-frameworks	1,586	Java
65	MIND-Lab/OCTIS OCTIS: Comparing Topic Models is Simple! A python package to optimize and...	67	Established	topic-modeling-clustering	799	Python
66	gunthercox/mathparse A Python library for evaluating natural language mathematical equations	66	Established	nlp-rest-apis	53	Python
67	DataFog/datafog-python Python SDK for PII detection and redaction in text and images, combining...	66	Established	pii-detection-redaction	48	Python
68	i-dot-ai/themefinder A topic modelling Python package for analysing one-to-many question-answer data.	66	Established	topic-modeling-clustering	87	Python
69	undertheseanlp/underthesea Underthesea - Vietnamese NLP Toolkit	66	Established	nlp-learning-resources	1,688	Python
70	ziqizhang/jate JATE - Just Automatic Term Extraction (in Python)	66	Established	automatic-term-extraction	84	Python
71	facebookresearch/stopes A library for preparing data for machine translation research (monolingual...	66	Established	word-embedding-vectors	297	Python
72	codertimo/BERT-pytorch Google AI 2018 BERT pytorch implementation	65	Established	bert-model-deployment	6,517	Python
73	blmoistawinde/HarvestText 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），无监督或弱监督方法	65	Established	dependency-parsing-tools	2,603	Python
74	fastnlp/fastNLP fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.	65	Established	nlp-learning-resources	3,149	Python
75	go-ego/gse Go efficient multilingual NLP and text segmentation; support English,...	65	Established	chinese-nlp-toolkits	2,790	Go
76	rmovva/HypotheSAEs HypotheSAEs: hypothesizing interpretable relationships in text datasets...	65	Established	nlp-model-interpretability	77	Jupyter Notebook
77	segment-any-text/wtpsplit Toolkit to segment text into sentences or other semantic units in a robust,...	65	Established	nlp-learning-resources	1,255	Python
78	baidu/lac 百度NLP：分词，词性标注，命名实体识别，词重要性	65	Established	chinese-nlp-toolkits	3,992	C++
79	dsfsi/textaugment TextAugment: Text Augmentation Library	65	Established	data-augmentation-nlp	433	Python
80	ownthink/Jiagu Jiagu深度学习自然语言处理工具知识图谱关系抽取中文分词词性标注命名实体识别情感分析新词发现关键词文本摘要文本聚类	64	Established	chinese-nlp-toolkits	3,419	Python
81	vmenger/deduce Deduce: de-identification method for Dutch medical text	64	Established	pii-detection-redaction	64	Python
82	quanteda/quanteda An R package for the Quantitative Analysis of Textual Data	64	Established	text-analysis-frameworks	877	R
83	angelosalatino/cso-classifier Python library that classifies content from scientific papers with the...	64	Established	news-category-classification	95	Python
84	Tiiiger/bert_score BERT score for text generation	64	Established	bert-model-frameworks	1,880	Jupyter Notebook
85	fhamborg/news-please news-please - an integrated web crawler and information extractor for news...	64	Established	web-scraping-nlp-pipelines	2,402	Python
86	NatLibFi/Annif Annif is a multi-algorithm automated subject indexing tool for libraries,...	64	Established	text-visualization-graphs	253	Python
87	Helsinki-NLP/OpusFilter OpusFilter - Parallel corpus processing toolkit	64	Established	nlp-corpus-datasets	115	Python
88	titipata/pubmed_parser :clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset	64	Established	medical-abstract-segmentation	727	Python
89	malaysia-ai/malaya Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/	64	Established	indonesian-nlp-resources	521	Jupyter Notebook
90	MAIF/melusine 📧 Melusine: Use python to automatize your email processing workflow	64	Established	sms-spam-detection	363	Python
91	taishi-i/nagisa A Japanese tokenizer based on recurrent neural networks	63	Established	japanese-text-processing	415	Python
92	chartbeat-labs/textacy NLP, before and after spaCy	63	Established	text-preprocessing-pipelines	2,236	Python
93	wooorm/franc Natural language detection	63	Established	dotnet-nlp-libraries	4,381	JavaScript
94	hyunwoongko/kss KSS: Korean String processing Suite	63	Established	korean-text-processing	470	Python
95	princeton-nlp/SimCSE [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings...	63	Established	compositional-reasoning-embeddings	3,644	Python
96	stair-lab/kg-gen [NeurIPS '25] Knowledge Graph Generation from Any Text	63	Established	llm-knowledge-graph-generation	1,061	Python
97	alvations/pywsd Python Implementations of Word Sense Disambiguation (WSD) Technologies.	63	Established	word-sense-disambiguation	746	Python
98	davidsbatista/BREDS "Bootstrapping Relationship Extractors with Distributional Semantics"...	62	Established	relation-extraction	142	Python
99	OmkarPathak/pyresparser A simple resume parser used for extracting information from resumes	62	Established	resume-screening-matching	944	Python
100	hunspell/hunspell The most popular spellchecking library.	62	Established	spell-checking-correction	2,463	C++

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