Matthew Lease

ScholarGPS® ID: 79040535297244

Affiliation
University of Texas at Austin, Austin, United States
Affiliation History

Field
Social Sciences
Discipline
Linguistics
Top Specialties
Information Retrieval | Crowdsourcing | Artificial Intelligence | Active Learning | Data Mining | Social Network | Social Network Analysis | Acoustics | Computational Linguistics | Intelligence Agency
Metrics Summary
Publication Count
95
Predicted Citations
3,562
Predicted h-index
30
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) (journal article)
Braylan, Alexander | Marabella, Madalyn | Alonso, Omar | Lease, Matthew
Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 20, pages 22693-22693 (2024).
10.1609/aaai.v38i20.30593
Cite | Source
Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling (conference)
Williams, Alex C | Bai, Min | Buck, Jonathan | Mckinney, Tristan J | Rechkemmer, Amy | Kalyanaraman, Koushik | Lease, Matthew | Haffner, Patrick | Zhou, Xiong | Li, Erran
IUI '24: 29th International Conference on Intelligent User Interfaces (2024)
Greenville SC USA
10.1145/3640543.3645162
Cite | Source
How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets (journal article)
Hettiachchi, Danula | Holcombe-James, Indigo | Livingstone, Stephanie | De Silva, Anjalee | Lease, Matthew | Salim, Flora D. | Sanderson, Mark
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, volume 11, issue 1, pages 38-50 (2023).
10.1609/hcomp.v11i1.27546
Cited by (2) | Cite | Source
Characterizing Time Spent in Video Object Tracking Annotation Tasks: A Study of Task Complexity in Vehicle Tracking (journal article)
Rechkemmer, Amy | Williams, Alex C. | Lease, Matthew | Li, Li Erran
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, volume 11, issue 1, pages 140-151 (2023).
10.1609/hcomp.v11i1.27555
Cited by (1) | Cite | Source
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks (journal article)
Braylan, Alexander | Marabella, Madalyn | Alonso, Omar | Lease, Matthew
Journal of Artificial Intelligence Research, volume 78 (2023).
10.1613/jair.1.14388
Cited by (1) | Cite | Source
Designing Closed-Loop Models for Task Allocation (book chapter)
In HHAI 2023: Augmenting Human Intellect
Keswani, Vijay | Celis, Elisa | Kenthapadi, Krishnaram | Lease, Matthew
IOS Press (2023)
10.3233/FAIA230072
Cite | Source
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection (conference)
Gupta, Soumyajit | Lee, Sooyong | De-Arteaga, Maria | Lease, Matthew
WWW '23: The ACM Web Conference 2023 (2023)
Austin TX USA
10.1145/3543507.3583290
Cite | Source
The state of human-centered NLP technology for fact-checking (journal article)
Das, Anubrata | Liu, Houjiang | Kovatchev, Venelin | Lease, Matthew
Information Processing & Management, volume 60, issue 2, pages 103219- (2023).
10.1016/j.ipm.2022.103219
Cited by (17) | Cite | Source
New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches (book chapter)
In Advances in Information Retrieval
Türkmen, Mehmet Deniz | Lease, Matthew | Kutlu, Mucahid
Springer Nature Switzerland (2023)
10.1007/978-3-031-28238-6_16
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In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers (journal article)
Pradhan, Vivek Krishna | Schaekermann, Mike | Lease, Matthew
Frontiers in Artificial Intelligence, volume 5 (2022).
10.3389/frai.2022.828187
Cited by (2) | Cite | Source
Measuring Annotator Agreement Generally across Complex Structured, Multi-object, and Free-text Annotation Tasks (conference)
Braylan, Alexander | Alonso, Omar | Lease, Matthew
WWW '22: The ACM Web Conference 2022 (2022)
Virtual Event, Lyon France
10.1145/3485447.3512242
Cited by (10) | Cite | Source
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims (conference)
Shi, Li | Bhattacharya, Nilavra | Das, Anubrata | Lease, Matt | Gwizdka, Jacek
CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval (2022)
Regensburg Germany
10.1145/3498366.3505786
Cited by (5) | Cite | Source
Data excellence for AI (journal article)
Aroyo, Lora | Lease, Matthew | Paritosh, Praveen | Schaekermann, Mike
Interactions, volume 29, issue 2, pages 66-69 (2022).
10.1145/3517337
Cited by (14) | Cite | Source
ProtoTEx: Explaining Model Decisions with Prototype Tensors (conference)
Das, Anubrata | Gupta, Chitrank | Kovatchev, Venelin | Lease, Matthew | Li, Junyi Jessy
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2022)
Dublin, Ireland
10.18653/v1/2022.acl-long.213
Cited by (4) | Cite | Source
Understanding and Predicting Characteristics of Test Collections in Information Retrieval (book chapter)
In Information for a Better World: Shaping the Global Future
Rahman, Md. Mustafizur | Kutlu, Mucahid | Lease, Matthew
Springer International Publishing (2022)
10.1007/978-3-030-96960-8_10
Cite | Source
You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection (book chapter)
In Information for a Better World: Shaping the Global Future
Chaudhry, Prateek | Lease, Matthew
Springer International Publishing (2022)
10.1007/978-3-030-96960-8_13
Cited by (3) | Cite | Source
Investigating and Mitigating Biases in Crowdsourced Data (conference)
Hettiachchi, Danula | Sanderson, Mark | Goncalves, Jorge | Hosio, Simo | Kazai, Gabriella | Lease, Matthew | Schaekermann, Mike | Yilmaz, Emine
CSCW '21: Computer Supported Cooperative Work and Social Computing (2021)
Virtual Event USA
10.1145/3462204.3481729
Cited by (6) | Cite | Source
The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can Help (journal article)
Hettiachchi, Danula | Schaekermann, Mike | McKinney, Tristan J. | Lease, Matthew
Proceedings of the ACM on Human-Computer Interaction, volume 5, issue CSCW2, pages 1-26 (2021).
10.1145/3476073
Cited by (9) | Cite | Source
Aggregating Complex Annotations via Merging and Matching (conference)
Braylan, Alexander | Lease, Matthew
KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2021)
Virtual Event Singapore
10.1145/3447548.3467411
Cited by (3) | Cite | Source
Human-AI Collaboration with Bandit Feedback (conference)
Gao, Ruijiang | Saar-Tsechansky, Maytal | De-Arteaga, Maria | Han, Ligong | Lee, Min Kyung | Lease, Matthew
Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21} (2021)
Montreal, Canada
10.24963/ijcai.2021/237
Cited by (3) | Cite | Source