Faculty

Institution

Unit

Venue

David Mimno

Professor and Chair

Cornell University

Affiliations

College of Computing and Information Science

Department of Information Science

David Mimno is currently serving as a College Of Computing And Information Science Professor and Chair at Cornell University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

David Mimno

Cornell University

Professor and Chair

You can click a keyword to filter the displayed items

data science natural language processing semantic evaluation text mining computational linguistics language linguistics topic models information retrieval knowledge discovery machine learning research language models content analysis statistics natural language generation bayesian analysis nlp task large language models informetrics computational statistics data mining language resources document clustering social media latent modeling document classification vector space model digital scholarship word embeddings topic modeling applied linguistics multimedia information processing keyword extraction cross-lingual representation author profiling online information distributional semantics narrative representation medical internet research human-computer interaction community discovery bayesian statistics bayesian inference information extraction literary studies image communication recommender systems document analysis social medium mining community mining online communities bayesian hierarchical modeling multimodal learning vision language model database catalog david mimno information needs semantic similarity social medium data bibliometrics citation analysis community structure multimodal sentiment analysis gibbs sampling visual concreteness multimodal content captions vs spectral inference robust spectral inference topic inference topic quality semantic coherence topic modeling literature harmonic mean method structured priors priors matter generative ai data-driven learning computational intelligence artificial intelligence

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Data Paradigms in the Era of Llms: On the Opportunities and Challenges of Qualitative Data in the Wild. (2025)

Shengqi ZhuJeffrey M. RzeszotarskiDavid Mimno

data paradigmsanalyticsdata and information visualizationinformation managementdata practicesdata ecosystemdata infrastructuresscientific datastatisticsqualitative datadata literacydata sciencedata management issue

Large Language Models in Qualitative Research: Uses, Tensions, and Intentions. (2025)

Hope SchroederMarianne Aubin Le QuéréCasey RandazzoDavid MimnoSarita Schoenebeck

languagesociolinguisticsdiscourse analysisqualitative methodsapplied linguisticslinguisticscommunicationlarge language modelsconversation analysisqualitative analysisqualitative researchlanguage resources

Looking for the Inner Music: Probing Llms' Understanding of Literary Style. arXiv (Cornell University) (2025)

Hicke, Rebecca M. M.Mimno, David

languagenatural language processinglanguage modelsauthor profilingnatural language generationmusic classificationliterary stylemusiccomputational linguisticslinguisticsinner musicwriter identificationmusic information retrieval

The Zero Body Problem: Probing Llm Use of Sensory Language. COLM (2025)

David Mimno

languagelanguage processing in the brainzero body problemapplied linguisticslinguisticslanguage learningpsycholinguisticsnonverbal communicationembodied cognitionembodimentspeech communication

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, Toxicity. arXiv (Cornell University) (2024)

Shayne LongpreGregory YauneyEmily ReifKatherine LeeAdam RobertsBarret ZophDenny ZhouJason WeiKevin RobinsonDavid MimnoDaphne Ippolito

health information sciencetraining datainjury preventionhealth informaticstraining systemsdata agehealth risk assessmentscientific datalearning analyticshealth sciencesbiostatisticsreal world evidencedomain coverageprogram evaluation

Automate or Assist? the Role of Computational Models in Identifying Gendered Discourse in Us Capital Trial Transcripts. Forthcoming at the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) (2024)

Andrea W Wen-YiKathryn AdamsonNathalie GreenfieldRachel GoldbergSandra BabcockDavid MimnoAllison Koenecke

languagenatural language processingannotation toolsemantic evaluationlanguage modelsnatural language generationcriminal lawcriminal justicecomputational linguisticsnlp tasklinguisticscomplex annotationgender biaslawlegal information retrievalannotation rules

Computational Humanities. Debates in Digital Humanities, University of Minnesota Press (2024)

David Mimno

How Chinese Are Chinese Language Models? the Puzzling Lack of Language Policy in China's Llms. arXiv (Cornell University) (2024)

Wen-Yi, Andrea WJo, Unso Eun SeoLin, Lu JiaMimno, David

languagecontemporary chinamultilingual pretraininglinguistic diversitylanguage modelssociolinguisticsmachine translationmultilingualismchinese ai policyeast asian languageslanguage policycomputational linguisticschinese language modelslinguisticslanguage variationlarge language modelslanguage model developmentlanguage technologies

Judicial Self Fashioning: Rhetorical Performance in Supreme Court Opinions. Discourse Studies (2024)

Rosamond Elizabeth ThalkenDavid MimnoMatthew Wilkens

languageargumentation analysisintellectual discoursediscourse analysisconstitutional lawapplied linguisticsargumentation frameworksrhetoricpublic lawsupreme court opinionscollective tonecase lawlawjurisprudencejudicial self fashioning

Large Language Models in Qualitative Research: Can We Do the Data Justice?. arXiv (Cornell University) (2024)

Schroeder, HopeQuéré, Marianne Aubin LeRandazzo, CaseyMimno, DavidSchoenebeck, Sarita

qualitative researchersperformance studiesresearch ethicsqualitative methodshuman-computer interactioncommunicationcontent analysislarge language modelsqualitative analysisqualitative researchsocial science research

1
2
3
4
5
14
10 / page

David Mimno

Professor and Chair

Cornell University

Affiliations

College of Computing and Information Science

Department of Information Science

David Mimno is currently serving as a College Of Computing And Information Science Professor and Chair at Cornell University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

David Mimno

Cornell University

Professor and Chair

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Data Paradigms in the Era of Llms: On the Opportunities and Challenges of Qualitative Data in the Wild. (2025)

Shengqi ZhuJeffrey M. RzeszotarskiDavid Mimno

Large Language Models in Qualitative Research: Uses, Tensions, and Intentions. (2025)

Hope SchroederMarianne Aubin Le QuéréCasey RandazzoDavid MimnoSarita Schoenebeck

Looking for the Inner Music: Probing Llms' Understanding of Literary Style. arXiv (Cornell University) (2025)

Hicke, Rebecca M. M.Mimno, David

The Zero Body Problem: Probing Llm Use of Sensory Language. COLM (2025)

David Mimno

languagelanguage processing in the brainzero body problemapplied linguisticslinguisticslanguage learningpsycholinguisticsnonverbal communicationembodied cognitionembodimentspeech communication

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, Toxicity. arXiv (Cornell University) (2024)

Shayne LongpreGregory YauneyEmily ReifKatherine LeeAdam RobertsBarret ZophDenny ZhouJason WeiKevin RobinsonDavid MimnoDaphne Ippolito

Andrea W Wen-YiKathryn AdamsonNathalie GreenfieldRachel GoldbergSandra BabcockDavid MimnoAllison Koenecke

Computational Humanities. Debates in Digital Humanities, University of Minnesota Press (2024)

David Mimno

How Chinese Are Chinese Language Models? the Puzzling Lack of Language Policy in China's Llms. arXiv (Cornell University) (2024)

Wen-Yi, Andrea WJo, Unso Eun SeoLin, Lu JiaMimno, David

Judicial Self Fashioning: Rhetorical Performance in Supreme Court Opinions. Discourse Studies (2024)

Rosamond Elizabeth ThalkenDavid MimnoMatthew Wilkens

Large Language Models in Qualitative Research: Can We Do the Data Justice?. arXiv (Cornell University) (2024)

Schroeder, HopeQuéré, Marianne Aubin LeRandazzo, CaseyMimno, DavidSchoenebeck, Sarita

1
2
3
4
5
14
10 / page

Similar Faculty Members

Lillian Lee

Institution

Cornell University

communication

computational humanities

Claire T. Cardie

Institution

Cornell University

language

symbolic machine learning

Ellen Riloff

Institution

University of Arizona

natural language

language resource

Chris Callison-Burch

Institution

University of Pennsylvania

language technologies

semantic evaluation

Eduardo Blanco

Institution

University of Arizona

natural language

language engineering

Xiaohua Tony Hu

Institution

Drexel University

healthcare informatics

biomedical informatics

Tomasz Strzalkowski

Institution

Rensselaer Polytechnic Institute

reversible grammars

language technologies

Mihai Surdeanu

Institution

University of Arizona

language engineering

computational intelligence

Gondy Leroy

Institution

University of Arizona

language

text mining

Steven Bethard

Institution

University of Arizona

natural language

language resource

Similar Faculty Members

Lillian Lee

Institution

Cornell University

communication

computational humanities

Claire T. Cardie

Institution

Cornell University

language

symbolic machine learning

Ellen Riloff

Institution

University of Arizona

natural language

language resource

Chris Callison-Burch

Institution

University of Pennsylvania

language technologies

semantic evaluation

Eduardo Blanco

Institution

University of Arizona

natural language

language engineering

Xiaohua Tony Hu

Institution

Drexel University

healthcare informatics

biomedical informatics

Tomasz Strzalkowski

Institution

Rensselaer Polytechnic Institute

reversible grammars

language technologies

Mihai Surdeanu

Institution

University of Arizona

language engineering

computational intelligence

Gondy Leroy

Institution

University of Arizona

language

text mining

Steven Bethard

Institution

University of Arizona

natural language

language resource