Matthew Lease
Orcid: 0000-0002-0056-2834
According to our database1,
Matthew Lease
authored at least 150 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI.
Proc. ACM Hum. Comput. Interact., 2024
CoRR, 2024
Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation.
CoRR, 2024
Annorama: Enabling Immersive At-Desk Annotation Experiences in Virtual Reality with 3D Point Cloud Dioramas.
Proceedings of the 2024 ACM Symposium on Spatial User Interaction, 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Frontiers Artif. Intell., February, 2023
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks.
J. Artif. Intell. Res., 2023
Inf. Process. Manag., 2023
Interpretable by Design: Wrapper Boxes Combine Neural Performance with Faithful Explanations.
CoRR, 2023
How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets.
CoRR, 2023
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection.
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023
New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches.
Proceedings of the Advances in Information Retrieval, 2023
2022
In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers.
Frontiers Artif. Intell., 2022
CoRR, 2022
longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks.
CoRR, 2022
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection.
CoRR, 2022
Measuring Annotator Agreement Generally across Complex Structured, Multi-object, and Free-text Annotation Tasks.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Understanding and Predicting Characteristics of Test Collections in Information Retrieval.
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection.
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims.
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Proc. ACM Hum. Comput. Interact., 2021
Proceedings of the CSCW 2021 Workshop - Investigating and Mitigating Biases in Crowdsourced Data.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Pareto Solutions vs Dataset Optima: Concepts and Methods for Optimizing Competing Objectives with Constraints in Retrieval.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021
Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021
The Psychological Well-Being of Content Moderators: The Emotional Labor of Commercial Moderation and Avenues for Improving Support.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021
2020
J. Artif. Intell. Res., 2020
CoRR, 2020
TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes.
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020
Fast, Accurate, and Healthier: Interactive Blurring Helps Moderators Reduce Exposure to Harmful Content.
Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020
2019
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.
SIGIR Forum, 2019
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Mash: software tools for developing interactive and transparent machine learning systems.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the Advances in Information Retrieval, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Intelligent topic selection for low-cost information retrieval evaluation: A New perspective on deep vs. shallow judging.
Inf. Process. Manag., 2018
CoRR, 2018
Reports of the Workshops Held at the Sixth AAAI Conference on Human Computation and Crowdsourcing.
AI Mag., 2018
Believe it or not: Designing a Human-AI Partnership for Mixed-Initiative Fact-Checking.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018
Crowd vs. Expert: What Can Relevance Judgment Rationales Teach Us About Assessor Disagreement?
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Your Behavior Signals Your Reliability: Modeling Crowd Behavioral Traces to Ensure Quality Relevance Annotations.
Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018
Mix and Match: Collaborative Expert-Crowd Judging for Building Test Collections Accurately and Affordably.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018
When Rank Order Isn't Enough: New Statistical-Significance-Aware Correlation Measures.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
CoRR, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Bullseye: structured passage retrieval and document highlighting for scholarly search.
Proceedings of the Australasian Computer Science Week Multiconference, 2017
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
MmmTurkey: A Crowdsourcing Framework for Deploying Tasks and Recording Worker Behavior on Amazon Mechanical Turk.
CoRR, 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016
2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the Advances in Information Retrieval, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
Workshops Held at the First AAAI Conference on Human Computation and Crowdsourcing: A Report.
AI Mag., 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014
2013
Inf. Retr., 2013
Proceedings of The Twenty-Second Text REtrieval Conference, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013
Proceedings of the Computer Supported Cooperative Work, 2013
2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Inferring missing relevance judgments from crowd workers via probabilistic matrix factorization.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012
Proceedings of the 4th Human Computation Workshop, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
2011
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Active learning to maximize accuracy vs. effort in interactive information retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the iConference 2011, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
Proceedings of the Human Computation, 2011
Proceedings of the Human Computation, 2011
2010
Beyond keywords: finding information more accurately and easily using natural language.
PhD thesis, 2010
Proceedings of the 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, 2010
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the Advances in Information Retrieval, 2009
2008
Incorporating Relevance and Pseudo-relevance Feedback in the Markov Random Field Model.
Proceedings of The Seventeenth Text REtrieval Conference, 2008
2007
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007
Proceedings of the First Ph.D. Workshop in CIKM, 2007
2006
IEEE Trans. Speech Audio Process., 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the ACL 2006, 2006
2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2003
Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003
2002
Proceedings of the Pervasive Computing, 2002
Proceedings of the UbiComp 2002: Ubiquitous Computing, 4th International Conference, Göteborg, Sweden, September 29, 2002
1999
Proceedings of the AMIA 1999, 1999