Resource Links

🧰 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