NLP Resource Directories NLP Tools

Curated lists, directories, and meta-collections of NLP tools, datasets, papers, and resources organized by topic, language, or domain. Does NOT include implementations of specific NLP tasks, individual tools, or domain-specific applications.

There are 45 nlp resource directories tools tracked. 1 score above 50 (established tier). The highest-rated is gentaiscool/code-switching-papers at 53/100 with 333 stars.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=nlp-resource-directories&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	gentaiscool/code-switching-papers A curated list of research papers and resources on code-switching	53	Established	333	—
2	RichardLitt/low-resource-languages Resources for conservation, development, and documentation of low resource...	45	Emerging	438	TeX
3	UCREL/pymusas-models PyMUSAS Models	43	Emerging	3	Python
4	ksopyla/awesome-nlp-polish A curated list of resources dedicated to Natural Language Processing (NLP)...	43	Emerging	307	—
5	datanada/Awesome-Korean-NLP A curated list of resources for NLP (Natural Language Processing) for Korean	41	Emerging	660	—
6	kobkrit/nlp_thai_resources More than 50+ collections of Thai Natural Language Processing libraries....	41	Emerging	391	—
7	oroszgy/awesome-hungarian-nlp A curated list of NLP resources for Hungarian	40	Emerging	274	—
8	EthioNLP/Ethiopian-Language-Survey Natural Language Processing in Ethiopian Languages: Current State,...	40	Emerging	17	—
9	smsnobin77/awesome-academic-nlp-labs A curated directory of academic Natural Language Processing (NLP) research...	39	Emerging	7	—
10	HanXinzi-AI/awesome-NLP-resources a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。	37	Emerging	238	—
11	alvations/awesome-community-curated-nlp Community Curated NLP List	37	Emerging	201	—
12	pawangeek/Deep-NLP-Resources Curated list of all NLP Resources	36	Emerging	73	—
13	simran-khanuja/awesome-cultural-nlp Resources for cultural NLP research	35	Emerging	116	—
14	jd7h/nlg-games A curated list of digital games that use Natural Language Generation techniques	33	Emerging	68	—
15	CLUEbenchmark/DataCLUE DataCLUE: 数据为中心的NLP基准和工具包	33	Emerging	144	Python
16	CanCLID/awesome-cantonese-nlp A curated list of resources dedicated to Natural Language Processing (NLP)...	32	Emerging	92	—
17	Olamyy/awesome-yoruba-nlp 📖 A curated list of resources dedicated to Natural Language Processing (NLP)...	32	Emerging	25	—
18	xbklairith/Awesome-Thai-Library แหล่งรวม library ไทยๆ เกี่ยวกับ "ประเทศไทย" และ "ภาษาไทย" - Delightful Thai...	31	Emerging	59	—
19	oskar-j/awesome-text-ml A curated list of ML awesome frameworks & libraries for text data	31	Emerging	17	—
20	brandonhimpfen/awesome-nlp A curated list of awesome frameworks, libraries, tools, datasets, tutorials,...	31	Emerging	24	Python
21	strickvl/awesome-balochi-nlp A repository for resources relating to NLP in the Balochi language	30	Emerging	19	—
22	dkalpakchi/awesome-swedish-nlp A curated list of resources for natural language processing (NLP) in Swedish	30	Emerging	27	—
23	i-machine-think/awesome-compositionality A list of resources dedicated to compositionality	28	Experimental	14	—
24	french-ai/french-nlp Awesome list of resources about NLP applied to French \| Liste de ressources...	28	Experimental	59	—
25	JudePark96/awesome-nlp-references A curated list of resources dedicated to Knowledge Distillation,...	27	Experimental	34	—
26	indonesian-nlp/nlp-resources We aim to gather existing models, datasets, and tools which were developed...	27	Experimental	7	—
27	rameshhpathak/nepali-nlp-resources Resources for Nepali Natural Language Processing	26	Experimental	23	—
28	lingo-iitgn/awesome-code-mixing A curated list of resources dedicated to Code-mixed Natural Language...	26	Experimental	11	—
29	yuchenlin/awesome-commonsense [Work in progress] A reading list for machine commonsense reasoning	23	Experimental	34	—
30	akaza-im/akaza-default-model Default model data repository of the Akaza IM	23	Experimental	2	Python
31	wannaphong/Awesome-Lao-NLP Awesome Lao Natural Language Processing	22	Experimental	16	—
32	awesomelistsio/awesome-nlp A curated list of awesome frameworks, libraries, tools, datasets, tutorials,...	21	Experimental	21	Python
33	SilkRoadNLP/SilkRoadNLP-Workshop-Papers-2026 A List of NLP and LLM Resources for the Iranian Language Family, created as...	21	Experimental	3	—
34	cybersecurity-dev/awesome-natural-language-processing Awesome Natural Language Processing	20	Experimental	1	—
35	u2d-ai/msaDocModels msaDocModels - MSA Document Pydantic Models and Schemas, used to store...	20	Experimental	6	Python
36	ant-louis/awesome-dense-text-retrieval 📖 A curated list of Dense Text Retrieval resources from all around the web.	20	Experimental	8	—
37	brandonhimpfen/awesome-computational-linguistics A curated list of awesome resources, tools, datasets, papers, and libraries...	19	Experimental	2	Python
38	krystalan/AwesomeSEG A curated list of Story Ending Generation models; DASFAA'22: Incorporating...	19	Experimental	14	Python
39	trust-nlp/LM4SouthAsia-Survey A resource collection of our survey paper in the EMNLP-25: Bhaasha, Bhāṣā,...	15	Experimental	—	—
40	Joining-AI/Awesome-SyntheticData Chinese tutorials on synthetic data	13	Experimental	9	—
41	xatkit-bot-platform/awesome-nlp-chatbot-benchmarks List of benchmarks to evaluate the quality of your intent matching and...	12	Experimental	7	—
42	skoetje/awesome-dutch-nlp A curated list for references to Dutch NLP libraries, datasets, and...	11	Experimental	3	—
43	getvmio/free-natural-language-processing-resources Natural Language Processing Free Resources \| This repo collects 24 of free...	11	Experimental	1	—
44	ajithvcoder/awesome-nlp Helps to learn Natural langauge processing projects. Practical NLP projects...	11	Experimental	—	Python
45	samnaveenkumaroff/IndicTrans2 IndicTrans2 is the first open-source transformer-based multilingual NMT...	11	Experimental	—	Cython