Faculty

Institution

Unit

Venue

Jonathan Dunn

Associate Professor Director of Undergraduate Studies

University of Illinois Urbana-Champaign

Affiliations

College of Liberal Arts & Sciences

School of Literatures, Cultures & Linguistics

Department of Linguistics

Jonathan Dunn is currently serving as a College Of Liberal Arts & Sciences Associate Professor Director of Undergraduate Studies at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Jonathan Dunn

University of Illinois Urbana-Champaign

Associate Professor Director of Undergraduate Studies

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linguistics language computational linguistics applied linguistics semantic evaluation general linguistics natural language processing grammar syntax language resources semantics corpus linguistics language corpus grammar induction cognitive science pragmatics semantic analysis (linguistics) psycholinguistics semantic interpretation grammatical formalism cross-lingual representation cognitive linguistics syntactic structure language learning linguistic diversity language variation generative linguistics language adaptation syntactic parsing computer science interpretation natural language generation visual metaphor world english nlp task word embeddings language localisation language technologies language recognition global syntactic variation informetrics programming languages neurolinguistics logic in computer science machine learning research automated reasoning machine translation vector space model symbolic linguistic representation document classification segmentation problem multi-unit measures grammar induction algorithm language policy lexical resource computational lexicology language engineering large language models multilingual pretraining word-sense disambiguation social profiling writer identification profiling technique author profiling max black metaphoric saturation linguistic structure computational learning construction grammar induction metaphoric mappings target concepts social ontology similar success rates metaphor identification systems identification systems global language use grammatical structure natural language linguistic variation

Notable Scholarly Works

Notable Federal Grants

Collaborators

Detecting Linguistic Diversity on Social Media. Cartography and GIScience in Australasia and Oceania (2025)

Jonathan Dunn

applied linguisticssemantic evaluationlinguistic diversitynatural language processingsocial medium mininglanguagecomputational linguisticssocial medium intelligencesocial medialinguisticstext mining

Language Contact and Population Contact as Sources of Dialect Similarity. Languages (2025)

Jonathan DunnSidney Wong

applied linguisticspopulation contactgrammarsociolinguisticslexical complexity predictionlanguagelanguage contactcomputational linguisticsair travelgeneral linguisticslanguage variationlinguistics

Syntactic Variation From Individuals to Populations. Cambridge University Press (2025)

Jonathan Dunn

applied linguisticsgrammarcorpus linguisticssyntaxsyntactic variationlanguagegenerative linguisticssyntactic structuregeneral linguisticslanguage variationlinguistics

Computational Construction Grammar. (2024)

Jonathan Dunn

natural language generationcomputational construction grammargrammarnatural language processingsyntaxsyntactic parsingcomplex systemsprogramming languagesgrammatical formalismlanguagecomputational linguisticsgeneral linguisticslinguisticsgrammar inductionpython package

Computational Construction Grammar: A Usage-Based Approach. Cambridge University Press (2024)

Jonathan Dunn

computational construction grammargrammarstructural linguisticssyntaxunification grammargrammatical formalismcomputational linguisticsgeneral linguisticslinguistics

Geographically-Informed Language Identification. arXiv (Cornell University) (2024)

Dunn, JonathanEdwards-Brown, Lane

applied linguisticslanguage recognitionlanguage modelssemantic evaluationnatural language processingdata sciencemultilingualismlanguagecross-lingual representationgeographically-informed language identificationlanguage labelscomputational linguisticslanguage localisationsoutheast asiacross-language retrievallinguistics

How Well Do Tweets Represent Sub-Dialects of Egyptian Arabic?. (2024)

Mai Mohamed EidaMayar NassarJonathan Dunn

sociolinguisticslanguage localisationlanguage resourcesegyptian arabiclanguagenorth african studieslinguistics

Pre-Trained Language Models Represent Some Geographic Populations Better Than Others. arXiv (Cornell University) (2024)

Dunn, JonathanAdams, BenjaminMadabushi, Harish Tayyar

applied linguisticssociolinguisticslanguage modelspre-trained language modelslinguistic diversitylanguage sciencelanguage resourceslanguage adaptationlanguagesame skewlanguage learningsoutheast asialinguistics

Validating and Exploring Large Geographic Corpora. arXiv (Cornell University) (2024)

Dunn, Jonathan

applied linguisticscorpus linguisticsnatural language processinglanguage corpuslanguage resourcesword corpusdata sciencelanguagecross-lingual representationcomputational linguisticsnew zealand englishlinguisticscommon crawl

Cantnlp@Lt-Edi-2023: Homophobia/Transphobia Detection in Social Media Comments Using Spatio-Temporally Retrained Language Models. arXiv (Cornell University) (2023)

Wong, Sidney G. -J.Durward, MatthewAdams, BenjaminDunn, Jonathan

applied linguisticslanguage technologieslanguage modelssemantic evaluationnatural language processingmultilingualismlanguagenlp taskcross-lingual representationcomputational linguisticshomophobia/transphobia detectionlinguisticssocial media comments

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Jonathan Dunn

Associate Professor Director of Undergraduate Studies

University of Illinois Urbana-Champaign

Affiliations

College of Liberal Arts & Sciences

School of Literatures, Cultures & Linguistics

Department of Linguistics

Jonathan Dunn is currently serving as a College Of Liberal Arts & Sciences Associate Professor Director of Undergraduate Studies at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Jonathan Dunn

University of Illinois Urbana-Champaign

Associate Professor Director of Undergraduate Studies

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Detecting Linguistic Diversity on Social Media. Cartography and GIScience in Australasia and Oceania (2025)

Jonathan Dunn

applied linguisticssemantic evaluationlinguistic diversitynatural language processingsocial medium mininglanguagecomputational linguisticssocial medium intelligencesocial medialinguisticstext mining

Language Contact and Population Contact as Sources of Dialect Similarity. Languages (2025)

Jonathan DunnSidney Wong

applied linguisticspopulation contactgrammarsociolinguisticslexical complexity predictionlanguagelanguage contactcomputational linguisticsair travelgeneral linguisticslanguage variationlinguistics

Syntactic Variation From Individuals to Populations. Cambridge University Press (2025)

Jonathan Dunn

applied linguisticsgrammarcorpus linguisticssyntaxsyntactic variationlanguagegenerative linguisticssyntactic structuregeneral linguisticslanguage variationlinguistics

Computational Construction Grammar. (2024)

Jonathan Dunn

Computational Construction Grammar: A Usage-Based Approach. Cambridge University Press (2024)

Jonathan Dunn

computational construction grammargrammarstructural linguisticssyntaxunification grammargrammatical formalismcomputational linguisticsgeneral linguisticslinguistics

Geographically-Informed Language Identification. arXiv (Cornell University) (2024)

Dunn, JonathanEdwards-Brown, Lane

How Well Do Tweets Represent Sub-Dialects of Egyptian Arabic?. (2024)

Mai Mohamed EidaMayar NassarJonathan Dunn

sociolinguisticslanguage localisationlanguage resourcesegyptian arabiclanguagenorth african studieslinguistics

Pre-Trained Language Models Represent Some Geographic Populations Better Than Others. arXiv (Cornell University) (2024)

Dunn, JonathanAdams, BenjaminMadabushi, Harish Tayyar

Validating and Exploring Large Geographic Corpora. arXiv (Cornell University) (2024)

Dunn, Jonathan

Cantnlp@Lt-Edi-2023: Homophobia/Transphobia Detection in Social Media Comments Using Spatio-Temporally Retrained Language Models. arXiv (Cornell University) (2023)

Wong, Sidney G. -J.Durward, MatthewAdams, BenjaminDunn, Jonathan

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