Track Awesome Linguistics Updates Weekly

A curated list of anything remotely related to linguistics

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[ Daily / Weekly / Overview ]

Dec 05 - Dec 11, 2022

Platforms and toolkits

• CLARIN-D web tools - Tools for Analysing Research Data

• CorpusExplorer - Software for corpus linguists and text/data mining enthusiasts. The CorpusExplorer combines over 50 interactive visualizations under a user-friendly interface.

• Snowball - Snowball is a language in which stemming algorithms can be easily represented.

• Mate Tools, webservice via WebLicht

• textblob-de (⭐102) - Nice alternative for spacy (see above).

Data sets

• Araneum Germanicum

• CEHugeWebCorpus - German corpus based on CommonCrawl

• Digitales Wörterbuch der deutschen Sprache (DWDS)

• GC4 Corpus (CommonCrawl)

• IDS Corpora - German Reference Corpus

• Leipzig Corpora Collection - sampled sentences in different languages.

• SdeWaC - big german internet corpus

• C-WEP

• DysList (list of dyslexic errors) (⭐5)

• Falko

• Litkey

• OpinionSpam (⭐2)

Deep learning models and transformers

• dbmdz BERT models (⭐154)

• Deepset German BERT model

• Evaluating German Transformer Language Models with Syntactic Agreement Tests (⭐7)

• German ELMo Model (⭐28)

• german-transformer-training (⭐22)

• GermLM (⭐14) (NER exploration)

• GerPT2 (⭐18)

• Sentence Transformers (⭐14k)

On Wikipedia

• Bag of words model

• Document classification

• Language models

• Naive Bayes classification

• Natural language processing

• Outline of natural language processing

• Parts of speech tagging

• Sentiment analysis

• Term frequency - inverse document frequency

• Vector space model

Books

• Natural Language Processing with Python - The book from the NLTK package.

• Foundations of Computational Linguistics

• Semisupervised Learning for Computational Linguistics

• The Oxford Handbook of Computational Linguistics

Standards

• DTA Basisformat

• ISO TC 37 SC 4

• UIMA

Lists

• 15 most popular books on good reads

• GitHub topics corpus-linguistics & nlp

• nlp-datasets (⭐5.7k)

• NLP-progress (⭐22k)

• /r/LanguageTechnology/

• awesome-nlp (⭐16k)

• Awesome Community-Curated NLP List (⭐196)

• awesome-chinese-nlp (⭐7.7k)

• awesome-danish (⭐156)

• awesome-hungarian-nlp (⭐216)

• awesome Information Retrieval (⭐1k)

• Indonesian NLP (⭐273)

• Norwegian NLP resources (⭐172)

• German NLP resources (⭐423)

• awesome-nlp-polish (⭐283)

• awesome-spanish-nlp (⭐326)

• M. Weisser's list of NLP/Computational Linguistics Resources

Aug 08 - Aug 14, 2022

Books

• Essentials of Linguistics, 2nd edition - An introductory book (2nd edition).

Mar 07 - Mar 13, 2022

Resources

• Language Science Press - Language Science Press is a born-digital scholar-led open access publisher in linguistics.

Jul 05 - Jul 11, 2021

Platforms and toolkits

• UBIAI - 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.

Dec 30 - Jan 05, 2019

Platforms and toolkits

• Spacy - Industrial-strength National Language Processing in Python.

Dec 02 - Dec 08, 2019

Resources

• How To Label Data - Guide on managing large scale linguistic annotation projects.

Communities

• Untranslatable.co, Multilingual urban dictionary

Nov 18 - Nov 24, 2019

Resources

• Low Resource Languages (⭐380) - A list of resources for conservation, development, and documentation of low resource (human) languages.

Nov 04 - Nov 10, 2019

On Youtube

• The Virtual Linguistics Campus - CC-licensed educational videos interconnected with Marburg University's e-learning platform of the same name.

Communities

• Linguistics Stack Exchange

Jun 03 - Jun 09, 2019

Books

• Introduction to Linguistics

• Text Mining with R

Apr 08 - Apr 14, 2019

Platforms and toolkits

• UralicNLP (⭐70) - 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.

Mar 06 - Mar 12, 2017

Data sets

• EuroRomCom Data (⭐20) - JSON formatted Pan-Romance word lists.

On Youtube

• Computational Linguistics Lecture Playlist (Youtube) - Lectures for University of Maryland class on computational linguistics.

Jan 12 - Jan 18, 2015

Books

• Foundations of Statistical Natural Language Processing

• Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition

Oct 20 - Oct 26, 2014

Platforms and toolkits

• Haxe-linguistics (⭐26) - Early linguistical analysis and natural language processing library for Haxe.

• Natural (⭐11k) - General natural language tools for Node.js.

• Natural Language ToolKit (NLTK) - The most complete platform for building Python programs to work with human language data.

Algorithms

• Stemming algorithms for various European languages - Various stemming algorithms from snowball.

• The Porter Stemmer Algorithm - The ‘official’ home page for distribution of the Porter Stemming Algorithm, written and maintained by its author, Martin Porter.