🧰 NLP & Linguistics Resource Links
🛠️ NLP Toolkits & Libraries
- Gensim – Topic modeling and vector space modeling
- spaCy – Industrial-strength NLP in Python
- NLTK – Natural Language Toolkit for teaching and research
- Stanza – Stanford’s neural NLP library
- OpenNLP – Apache NLP tools
📚 Linguistic Resources
- Glottolog – Comprehensive reference on world languages
- Ethnologue – Global language data
- Universal Dependencies – Annotated corpora for dependency parsing
- PHOIBLE – Phonological inventories of the world’s languages
- WALS – World Atlas of Language Structures
- TextBlob – Simple Python NLP
🧪 Corpora & Datasets
- Common Crawl – Massive open web crawl data
- COCA – Corpus of Contemporary American English
- Europarl – Multilingual parallel corpus from European Parliament
- OpenSubtitles – Subtitle-based multilingual corpus
- LDC (Linguistic Data Consortium) – Access to specialized linguistic corpora
🗂️ Ontology & Taxonomy Tools
- Protégé – Ontology editor
- SKOS (Simple Knowledge Organization System) – W3C standard for knowledge organization
- Wikidata – Collaborative structured data
- WordNet – Lexical database for English
- BabelNet – Multilingual encyclopedic dictionary and semantic network
🔎 Text Analysis & Semantic Tools
- Voyant Tools – Web-based text analysis suite
- Sketch Engine – Corpus manager and text analysis
- MeaningCloud – SaaS for semantic analysis
- TextRazor – Natural language processing API
- AllenNLP – NLP research library from AI2
🧑💻 APIs & Developer Resources
- Hugging Face Transformers – Pre-trained language models and APIs
- OpenAI API – Language models and embeddings
- Google Cloud NLP – Cloud-based NLP services
- IBM Watson NLP
- Microsoft Azure Text Analytics
🌍 Multilingual Resources
- PanLex – Lexical data for thousands of languages
- Linguee / DeepL Dictionary – Multilingual contextual translations
- Tatoeba – Sentence-level multilingual database
- OPUS Corpus – Parallel multilingual corpora