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- Matthew Lease
aka: Matt Lease
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Publication search results
found 168 matches
- 2024
- Alexander Braylan, Madalyn Marabella, Omar Alonso, Matthew Lease:
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint). AAAI 2024: 22693 - Alex C. Williams, Min Bai, Jonathan Buck, Tristan J. McKinney, Amy Rechkemmer, Koushik Kalyanaraman, Matthew Lease, Patrick Haffner, Xiong Zhou, Li Erran Li:
Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling. IUI 2024: 471-488 - Terrence Neumann, Sooyong Lee, Maria De-Arteaga, Sina Fazelpour, Matthew Lease:
Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation. CoRR abs/2401.16558 (2024) - 2023
- Jie Yang, Alessandro Bozzon, Ujwal Gadiraju, Matthew Lease:
Editorial: Human-centered AI: Crowd computing. Frontiers Artif. Intell. 6 (2023) - Anubrata Das, Houjiang Liu, Venelin Kovatchev, Matthew Lease:
The state of human-centered NLP technology for fact-checking. Inf. Process. Manag. 60(2): 103219 (2023) - Alexander Braylan, Madalyn Marabella, Omar Alonso, Matthew Lease:
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks. J. Artif. Intell. Res. 78: 901-973 (2023) - Mehmet Deniz Türkmen, Matthew Lease, Mücahid Kutlu:
New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches. ECIR (2) 2023: 239-254 - Vijay Keswani, L. Elisa Celis, Krishnaram Kenthapadi, Matthew Lease:
Designing Closed-Loop Models for Task Allocation. HHAI 2023: 17-32 - Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga, Matthew Lease:
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection. WWW 2023: 3689-3700 - Anubrata Das, Houjiang Liu, Venelin Kovatchev, Matthew Lease:
The State of Human-centered NLP Technology for Fact-checking. CoRR abs/2301.03056 (2023) - Mehmet Deniz Türkmen, Matthew Lease, Mücahid Kutlu:
New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches. CoRR abs/2301.08062 (2023) - Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga, Ligong Han, Wei Sun, Min Kyung Lee, Matthew Lease:
Learning Complementary Policies for Human-AI Teams. CoRR abs/2302.02944 (2023) - Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga, Matthew Lease:
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection. CoRR abs/2302.07372 (2023) - Vijay Keswani, L. Elisa Celis, Krishnaram Kenthapadi, Matthew Lease:
Designing Closed-Loop Models for Task Allocation. CoRR abs/2305.19864 (2023) - Houjiang Liu, Anubrata Das, Alexander Boltz, Didi Zhou, Daisy Pinaroc, Matthew Lease, Min Kyung Lee:
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI. CoRR abs/2308.07213 (2023) - Danula Hettiachchi, Indigo Holcombe-James, Stephanie Livingstone, Anjalee de Silva, Matthew Lease, Flora D. Salim, Mark Sanderson:
How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets. CoRR abs/2309.01288 (2023) - Yiheng Su, Junyi Jessy Li, Matthew Lease:
Interpretable by Design: Wrapper Boxes Combine Neural Performance with Faithful Explanations. CoRR abs/2311.08644 (2023) - Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed M. Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt D. Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson:
DMLR: Data-centric Machine Learning Research - Past, Present and Future. CoRR abs/2311.13028 (2023) - Alexander Braylan, Madalyn Marabella, Omar Alonso, Matthew Lease:
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks. CoRR abs/2312.13437 (2023) - 2022
- Vivek Krishna Pradhan, Mike Schaekermann, Matthew Lease:
In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers. Frontiers Artif. Intell. 5: 828187 (2022) - Lora Aroyo, Matthew Lease, Praveen K. Paritosh, Mike Schaekermann:
Data excellence for AI: why should you care? Interactions 29(2): 66-69 (2022) - Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li:
ProtoTEx: Explaining Model Decisions with Prototype Tensors. ACL (1) 2022: 2986-2997 - Li Shi, Nilavra Bhattacharya, Anubrata Das, Matt Lease, Jacek Gwizdka:
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims. CHIIR 2022: 315-320 - Prateek Chaudhry, Matthew Lease:
You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection. iConference (2) 2022: 195-203 - Md. Mustafizur Rahman, Mücahid Kutlu, Matthew Lease:
Understanding and Predicting Characteristics of Test Collections in Information Retrieval. iConference (2) 2022: 136-148 - Soumyajit Gupta, Gurpreet Singh, Raghu Bollapragada, Matthew Lease:
Learning a neural Pareto manifold extractor with constraints. UAI 2022: 749-758 - Alexander Braylan, Omar Alonso, Matthew Lease:
Measuring Annotator Agreement Generally across Complex Structured, Multi-object, and Free-text Annotation Tasks. WWW 2022: 1720-1730 - Vijay Keswani, Matthew Lease, Krishnaram Kenthapadi:
Designing Closed Human-in-the-loop Deferral Pipelines. CoRR abs/2202.04718 (2022) - Li Shi, Nilavra Bhattacharya, Anubrata Das, Matthew Lease, Jacek Gwizdka:
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims. CoRR abs/2202.08901 (2022) - Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li:
ProtoTEx: Explaining Model Decisions with Prototype Tensors. CoRR abs/2204.05426 (2022)
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