{"id":258,"url":"https://github.com/theimpossibleastronaut/awesome-linguistics","last_synced_at":"2025-04-06T01:05:54.309Z","repository":{"id":22067333,"uuid":"25396477","full_name":"theimpossibleastronaut/awesome-linguistics","owner":"theimpossibleastronaut","description":"A curated list of anything remotely related to linguistics","archived":false,"fork":false,"pushed_at":"2024-07-04T18:27:48.000Z","size":72,"stargazers_count":367,"open_issues_count":0,"forks_count":30,"subscribers_count":27,"default_branch":"main","last_synced_at":"2024-10-30T01:36:55.984Z","etag":null,"topics":["awesome-list","language","linguistics","resources"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/theimpossibleastronaut.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2014-10-18T12:20:07.000Z","updated_at":"2024-10-20T15:56:03.000Z","dependencies_parsed_at":"2023-01-11T21:28:06.002Z","dependency_job_id":"88d77f1d-1e0b-429c-a94f-649e154e7933","html_url":"https://github.com/theimpossibleastronaut/awesome-linguistics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theimpossibleastronaut%2Fawesome-linguistics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theimpossibleastronaut%2Fawesome-linguistics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theimpossibleastronaut%2Fawesome-linguistics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theimpossibleastronaut%2Fawesome-linguistics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/theimpossibleastronaut","download_url":"https://codeload.github.com/theimpossibleastronaut/awesome-linguistics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247266500,"owners_count":20910835,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome-list","language","linguistics","resources"],"created_at":"2024-01-05T20:12:50.309Z","updated_at":"2025-04-06T01:05:54.250Z","avatar_url":"https://github.com/theimpossibleastronaut.png","language":null,"funding_links":[],"categories":["Science","Computer Science","Technical","计算机科学","Uncategorized","Verwandt","Live Site:   [searchAwesome](https://search-awesome.vercel.app/)","Computer science","Themed Directories","Related Resources","Additional Resources","Related Awesome Lists"],"sub_categories":["awesome-*","Uncategorized","Learning Strategies","Related Awesome Lists","Updated in the last 6 months"],"readme":"### Awesome Linguistics\n[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\n\nA curated list of anything remotely related to linguistics, sorted in alphabetical order.\n\n- [Programming](#programming)\n    - [Platforms and toolkits](#platforms-and-toolkits)\n    - [Algorithms](#algorithms)\n    - [Data sets](#data-sets)\n- [Resources](#resources)\n    - [Deep learning models and transformers](#deep-learning-models-and-transformers)\n    - [On Wikipedia](#on-wikipedia)\n    - [On Youtube](#on-youtube)\n    - [Books](#books)\n        - [Free](#free)\n        - [Non free](#non-free)\n        - [Lists](#lists)\n- [Standards](#standards)\n- [Lists](#lists)\n- [Communities](#communities)\n\n### Programming\n*Libraries, frameworks and applications useful for developing applications.*\n\n### Platforms and toolkits\n* [CLARIN-D web tools](https://www.clarin-d.net/en/analysing) - Tools for Analysing Research Data \n* [CorpusExplorer](https://notes.jan-oliver-ruediger.de/software/corpusexplorer-overview/) - Software for corpus linguists and text/data mining enthusiasts. The CorpusExplorer combines over 50 interactive visualizations under a user-friendly interface.\n* [Haxe-linguistics](https://github.com/sexybiggetje/haxe-linguistics) - Early linguistical analysis and natural language processing library for Haxe.\n* [Natural](https://github.com/NaturalNode/natural) - General natural language tools for Node.js.\n* [Natural Language ToolKit (NLTK)](http://www.nltk.org/) - The most complete platform for building Python programs to work with human language data.\n* [Snowball](https://snowballstem.org/) - Snowball is a language in which stemming algorithms can be easily represented.\n* [Spacy](https://spacy.io/) - Industrial-strength  National Language Processing in Python.\n* [Mate Tools](http://hdl.handle.net/11022/1007-0000-0000-8E4E-A), webservice via WebLicht\n* [UBIAI](https://ubiai.tools/) - Easy-to-use text annotation tool for teams with most comprehensive auto-annotation features. Supports NER, relations and document classification as well as OCR annotation for invoice labeling.\n* [textblob-de](https://github.com/markuskiller/textblob-de) - Nice alternative for spacy (see above).\n* [tyo](https://github.com/mongsvo/tyo) - A utility for finding Typo-Bridges.\n* [UralicNLP](https://github.com/mikahama/uralicNLP) - An open source Python library for processing morphologically rich and, for the most part, endangered Uralic languages. It can do morphological analysis, generation, lemmatization, disambiguation and lexical lookup for a great many Uralic languages.\n\n### Algorithms\n* [Stemming algorithms for various European languages](http://snowball.tartarus.org/texts/stemmersoverview.html) - Various stemming algorithms from snowball.\n* [The Porter Stemmer Algorithm](http://tartarus.org/martin/PorterStemmer/) - The ‘official’ home page for distribution of the Porter Stemming Algorithm, written and maintained by its author, Martin Porter.\n\n### Data sets\n* [EuroRomCom Data](https://github.com/kirkins/euroromcom) - JSON formatted Pan-Romance word lists.\n* [Araneum Germanicum](http://aranea.juls.savba.sk/aranea_about/_germanicum.html)\n* [CEHugeWebCorpus](https://lindat.mff.cuni.cz/repository/xmlui/handle/11372/LRT-2638) - German corpus based on CommonCrawl\n* [Digitales Wörterbuch der deutschen Sprache (DWDS)](https://dwds.de)\n* [GC4 Corpus](https://german-nlp-group.github.io/projects/gc4-corpus.html) (CommonCrawl)\n* [IDS Corpora](https://www1.ids-mannheim.de/kl/projekte/korpora) - German Reference Corpus\n* [Leipzig Corpora Collection](https://wortschatz.uni-leipzig.de/en/download/) - sampled sentences in different languages.\n* [SdeWaC](https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/sdewac.en.html) - big german internet corpus\n* [C-WEP](http://lingured.info/linguistic-resources/cwep/)\n* [DysList (list of dyslexic errors)](https://github.com/Rauschii/DysListGerman)\n* [Falko](https://www.linguistik.hu-berlin.de/de/institut/professuren/korpuslinguistik/forschung/falko)\n* [Litkey](https://www.linguistics.ruhr-uni-bochum.de/litkeycorpus/)\n* [OpinionSpam](https://github.com/hdaSprachtechnologie/OpinionSpam)\n\n### Resources\n* [Low Resource Languages](https://github.com/RIchardLitt/low-resource-languages) - A list of resources for conservation, development, and documentation of low resource (human) languages.\n* [Language Science Press](https://langsci-press.org/) - Language Science Press is a born-digital scholar-led open access publisher in linguistics.\n\n### Deep learning models and transformers\n\n* [dbmdz BERT models](https://github.com/dbmdz/berts)\n* [Deepset German BERT model](https://deepset.ai/german-bert)\n* [Evaluating German Transformer Language Models with Syntactic Agreement Tests](https://github.com/DFKI-NLP/gevalm)\n* [German ELMo Model](https://github.com/t-systems-on-site-services-gmbh/german-elmo-model)\n* [german-transformer-training](https://github.com/PhilipMay/german-transformer-training)\n* [GermLM](https://github.com/tonianelope/Multilingual-BERT) (NER exploration)\n* [GerPT2](https://github.com/bminixhofer/gerpt2)\n* [Sentence Transformers](https://github.com/UKPLab/sentence-transformers)\n\n### On Wikipedia\n* [Bag of words model](https://en.wikipedia.org/wiki/Bag-of-words_model)\n* [Document classification](https://en.wikipedia.org/wiki/Document_classification)\n* [Language models](https://en.wikipedia.org/wiki/Language_model)\n* [Naive Bayes classification](https://en.wikipedia.org/wiki/Naive_Bayes_classifier)\n* [Natural language processing](https://en.wikipedia.org/wiki/Natural_language_processing)\n* [Outline of natural language processing](https://en.wikipedia.org/wiki/Outline_of_natural_language_processing)\n* [Parts of speech tagging](https://en.wikipedia.org/wiki/Part-of-speech_tagging)\n* [Sentiment analysis](https://en.wikipedia.org/wiki/Sentiment_analysis)\n* [Term frequency - inverse document frequency](https://en.wikipedia.org/wiki/Tf%E2%80%93idf)\n* [Vector space model](https://en.wikipedia.org/wiki/Vector_space_model)\n\n### On Youtube\n* [Computational Linguistics Lecture Playlist (Youtube)](https://www.youtube.com/playlist?list=PLegWUnz91WfuPebLI97-WueAP90JO-15i) - Lectures for University of Maryland class on computational linguistics.\n* [The Virtual Linguistics Campus](https://www.youtube.com/channel/UCaMpov1PPVXGcKYgwHjXB3g) - CC-licensed educational videos interconnected with Marburg University's e-learning platform of the same name.\n\n### Books\n*Some of the more interesting and complete books.*\n\n#### Free\n* [Essentials of Linguistics, 2nd edition](https://ecampusontario.pressbooks.pub/essentialsoflinguistics2/) - An introductory book (2nd edition).\n* [Introduction to Linguistics](https://linguistics.ucla.edu/people/Kracht/courses/ling20-fall07/ling-intro.pdf)\n* [Natural Language Processing with Python](https://www.nltk.org/book/) - The book from the NLTK package.\n* [Text Mining with R](https://www.tidytextmining.com)\n\n#### Non free\n* [Foundations of Computational Linguistics](https://books.google.com/books?id=o9iGAgAAQBAJ\u0026dq=Foundations+of+Computational+Linguistics\u0026hl=nl\u0026source=gbs_navlinks_s)\n* [Foundations of Statistical Natural Language Processing](https://books.google.nl/books?id=YiFDxbEX3SUC)\n* [Semisupervised Learning for Computational Linguistics](https://books.google.com/books/about/Semisupervised_Learning_for_Computationa.html?id=VCd67cGB_rAC\u0026redir_esc=y)\n* [Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition](https://books.google.nl/books?id=fZmj5UNK8AQC)\n* [The Oxford Handbook of Computational Linguistics](https://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199276349.001.0001/oxfordhb-9780199276349)\n\n### Standards\n\n* [DTA Basisformat](https://www.deutschestextarchiv.de/doku/basisformat/)\n* [ISO TC 37 SC 4](https://www.iso.org/committee/297592.html)\n* [UIMA](https://docs.oasis-open.org/uima/v1.0/os/uima-spec-os.html)\n\n### Lists\n* [15 most popular books on good reads](https://www.goodreads.com/shelf/show/natural-language-processing)\n* GitHub topics [corpus-linguistics](https://github.com/topics/corpus-linguistics) \u0026 [nlp](https://github.com/topics/nlp)\n* [nlp-datasets](https://github.com/niderhoff/nlp-datasets)\n* [NLP-progress](https://github.com/sebastianruder/NLP-progress)\n* [/r/LanguageTechnology/](https://www.reddit.com/r/LanguageTechnology/)\n* [awesome-nlp](https://github.com/keon/awesome-nlp)\n* [Awesome Community-Curated NLP List](https://github.com/alvations/awesome-community-curated-nlp)\n* [awesome-chinese-nlp](https://github.com/crownpku/Awesome-Chinese-NLP)\n* [awesome-danish](https://github.com/fnielsen/awesome-danish)\n* [awesome-hungarian-nlp](https://github.com/oroszgy/awesome-hungarian-nlp)\n* [awesome Information Retrieval](https://github.com/harpribot/awesome-information-retrieval)\n* [Indonesian NLP](https://github.com/kmkurn/id-nlp-resource)\n* [Norwegian NLP resources](https://github.com/web64/norwegian-nlp-resources)\n* [German NLP resources](https://github.com/adbar/German-NLP/)\n* [awesome-nlp-polish](https://github.com/ksopyla/awesome-nlp-polish)\n* [awesome-spanish-nlp](https://github.com/dav009/awesome-spanish-nlp)\n* [M. Weisser's list of NLP/Computational Linguistics Resources](https://martinweisser.org/corpora_site/comp_ling_resources.html)\n\n### Communities\n* [Linguistics Stack Exchange](https://linguistics.stackexchange.com/)\n* [Untranslatable.co, Multilingual urban dictionary](https://untranslatable.co/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheimpossibleastronaut%2Fawesome-linguistics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheimpossibleastronaut%2Fawesome-linguistics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheimpossibleastronaut%2Fawesome-linguistics/lists"}