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Matthew Lease

University of Texas at Austin
Brown University

167

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3952

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longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks.

2022 | The Annual Conference of the North American Chapter of the Association for Computational Linguistics
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ProtoTEx: Explaining Model Decisions with Prototype Tensors.

2022 CoRR
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Data excellence for AI: why should you care?

2022 Interactions
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Measuring Annotator Agreement Generally across Complex Structured, Multi-object, and Free-text Annotation Tasks.

2022 WWW | The Web Conference
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Understanding and Predicting Characteristics of Test Collections in Information Retrieval.

2022 | iConference (1)
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You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection.

2022 | iConference (1)
- Prateek Chaudhry
- Matthew Lease
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Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection.

2022 CoRR
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Designing Closed Human-in-the-loop Deferral Pipelines.

2022 CoRR
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Proceedings of the CSCW 2021 Workshop - Investigating and Mitigating Biases in Crowdsourced Data.

2021 arXiv: Human-Computer Interaction
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The Challenge of Variable Effort Crowdsourcing and How Visible Gold Can Help.

2021 arXiv: Human-Computer Interaction
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