Faculty

Institution

Unit

Venue

Matthew Lease

Professor; Director of Doctoral Studies; Assistant Graduate Advisor

University of Texas at Austin

Affiliations

College of Natural Sciences

Computer Science

School of Information

Matthew Lease is currently serving as a College Of Natural Sciences Professor; Director of Doctoral Studies; Assistant Graduate Advisor at University of Texas At Austin.

Honors

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Experiences

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Education

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Matthew Lease

University of Texas at Austin

Professor; Director of Doctoral Studies; Assistant Graduate Advisor

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machine learning computer science data science crowdsourcing information retrieval natural language processing artificial intelligence linguistics human computation computational intelligence human-computer interaction communication computational linguistics human-ai interaction machine intelligence data mining knowledge discovery information technology active learning data annotation fact checking conversational speech informatics human-machine interaction speech processing mobile computing supervised learning search technology annotation tool hate speech annotator rationales relevance judgments machine learning research vehicular technology quality control spoken language processing relevance feedback ranking algorithms learning to rank social medium intelligence information extraction crowd computing data curation neural information retrieval mechanical turk search evaluation probabilistic matrix factorization crowd workers information management natural language generation semantic evaluation harm reduction democracy applied linguistics artificial society textual practice biomedical text mining data-driven learning text processing semi-supervised learning paralinguistics prosody (linguistics) belief function plausible reasoning audio analysis distributed artificial intelligence information processing (psychology) interactive information retrieval crowd work bug localization crowd consensus psychological well-being content moderators early years biomedical literature usability testing technology humanartificial intelligence collaboration intelligent computing human-centered computing information science multidisciplinary ai

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A General Model for Aggregating Annotations Acrosssimple, Complex, and Multi-Object Annotation Tasks (Abstract Reprint). Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Alexander BraylanMadalyn MarabellaOmar AlonsoMatthew Lease

annotation serviceannotation toolabstract reprintgeneral modelartificial intelligencenatural language processingcomputational intelligenceartificial general intelligencemachine learningcomputer science

ANNORAMA: Enabling Immersive At-Desk Annotation Experiences in Virtual Reality With 3D Point Cloud Dioramas. (2024)

Subramanian ChidambaramAlex C WilliamsMin BaiSatyugjit VirkPatrick HaffnerMatthew LeaseErran Li

point cloud dioramashuman-computer interactionvirtual realitypoint cloudspoint cloud processingimmersive technologiescomputer science

Diverse, but Divisive: Llms Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation. arXiv (Cornell University) (2024)

Neumann, TerrenceLee, SooyongDe-Arteaga, MariaFazelpour, SinaLease, Matthew

political sciencecommunicationmass communicationpublic opiniongender differencessocial mediapolitical communicationdisinformation detectionjournalismmisinformationmedia studies

Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection. arXiv (Cornell University) (2024)

Gupta, SoumyajitKovatchev, VenelinDe-Arteaga, MariaLease, Matthew

fairnessalgorithmic fairnessaccuracy parityfair target-group detectioncomputer science

Human-Centered NLP Fact-Checking: Co-Designing With Fact-Checkers Using Matchmaking for AI. Proceedings of the ACM on Human-Computer Interaction (2024)

Houjiang LiuAnubrata DasAlexander BoltzDidi ZhouDaisy PinarocMatthew LeaseMin Kyung Lee

fact checkinghuman-computer interactionhuman-ai interactionartificial intelligenceinformation technologynatural language processingcomputational intelligencehuman-centered nlp fact-checkingmachine learningcomputer science

Informational Justice in AI-Assisted Fact-Checking. (2024)

Terrence NeumannMaria De-ArteagaSina FazelpourMatthew LeaseMaytal Saar-Tsechansky

fact checkingartificial intelligenceinformational justicecomputer scienceai-assisted fact-checking

SNAPPER: Accelerating Bounding Box Annotation in Object Detection Tasks With Find-And-Snap Tooling. (2024)

Alex C WilliamsMin BaiJonathan BuckTristan J MckinneyAmy RechkemmerKoushik KalyanaramanMatthew LeasePatrick HaffnerXiong ZhouErran Li

machine learningcomputer visionfind-and-snap toolingdeep learningobject detection taskscomputer scienceobject detection

Characterizing Time Spent in Video Object Tracking Annotation Tasks: A Study of Task Complexity in Vehicle Tracking. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (2023)

Amy RechkemmerAlex C. WilliamsMatthew LeaseLi Erran Li

technologymobile computingannotation taskshuman-computer interactionhuman-machine interactionhuman computationcomputer visionhuman-ai interactionvehicular technologycrowdsourcingubiquitous computingvehicle trackingtask complexitycomputer scienceautomotive tracking

Designing Closed-Loop Models for Task Allocation. Frontiers in artificial intelligence and applications (2023)

Vijay KeswaniElisa CelisKrishnaram KenthapadiMatthew Lease

systems engineeringtask allocationartificial intelligence

EDITORIAL: Human-Centered AI: Crowd Computing. Frontiers in Artificial Intelligence (2023)

Jie YangAlessandro BozzonUjwal GadirajuMatthew Lease

human-computer interactionartificial intelligencehuman-centered aicrowd computingcomputational intelligencecomputer science

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Matthew Lease

Professor; Director of Doctoral Studies; Assistant Graduate Advisor

University of Texas at Austin

Affiliations

College of Natural Sciences

Computer Science

School of Information

Matthew Lease is currently serving as a College Of Natural Sciences Professor; Director of Doctoral Studies; Assistant Graduate Advisor at University of Texas At Austin.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Matthew Lease

University of Texas at Austin

Professor; Director of Doctoral Studies; Assistant Graduate Advisor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A General Model for Aggregating Annotations Acrosssimple, Complex, and Multi-Object Annotation Tasks (Abstract Reprint). Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Alexander BraylanMadalyn MarabellaOmar AlonsoMatthew Lease

ANNORAMA: Enabling Immersive At-Desk Annotation Experiences in Virtual Reality With 3D Point Cloud Dioramas. (2024)

Subramanian ChidambaramAlex C WilliamsMin BaiSatyugjit VirkPatrick HaffnerMatthew LeaseErran Li

point cloud dioramashuman-computer interactionvirtual realitypoint cloudspoint cloud processingimmersive technologiescomputer science

Diverse, but Divisive: Llms Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation. arXiv (Cornell University) (2024)

Neumann, TerrenceLee, SooyongDe-Arteaga, MariaFazelpour, SinaLease, Matthew

political sciencecommunicationmass communicationpublic opiniongender differencessocial mediapolitical communicationdisinformation detectionjournalismmisinformationmedia studies

Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection. arXiv (Cornell University) (2024)

Gupta, SoumyajitKovatchev, VenelinDe-Arteaga, MariaLease, Matthew

fairnessalgorithmic fairnessaccuracy parityfair target-group detectioncomputer science

Human-Centered NLP Fact-Checking: Co-Designing With Fact-Checkers Using Matchmaking for AI. Proceedings of the ACM on Human-Computer Interaction (2024)

Houjiang LiuAnubrata DasAlexander BoltzDidi ZhouDaisy PinarocMatthew LeaseMin Kyung Lee

Informational Justice in AI-Assisted Fact-Checking. (2024)

Terrence NeumannMaria De-ArteagaSina FazelpourMatthew LeaseMaytal Saar-Tsechansky

fact checkingartificial intelligenceinformational justicecomputer scienceai-assisted fact-checking

SNAPPER: Accelerating Bounding Box Annotation in Object Detection Tasks With Find-And-Snap Tooling. (2024)

Alex C WilliamsMin BaiJonathan BuckTristan J MckinneyAmy RechkemmerKoushik KalyanaramanMatthew LeasePatrick HaffnerXiong ZhouErran Li

machine learningcomputer visionfind-and-snap toolingdeep learningobject detection taskscomputer scienceobject detection

Characterizing Time Spent in Video Object Tracking Annotation Tasks: A Study of Task Complexity in Vehicle Tracking. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (2023)

Amy RechkemmerAlex C. WilliamsMatthew LeaseLi Erran Li

Designing Closed-Loop Models for Task Allocation. Frontiers in artificial intelligence and applications (2023)

Vijay KeswaniElisa CelisKrishnaram KenthapadiMatthew Lease

systems engineeringtask allocationartificial intelligence

EDITORIAL: Human-Centered AI: Crowd Computing. Frontiers in Artificial Intelligence (2023)

Jie YangAlessandro BozzonUjwal GadirajuMatthew Lease

human-computer interactionartificial intelligencehuman-centered aicrowd computingcomputational intelligencecomputer science

1
2
3
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5
15
10 / page

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