Tan, Chenhao

Explaining machine learning classifiers through diverse counterfactual explanations

Mothilal, R. K., Sharma, A., & Tan, C. (2020) · Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 1,233

On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection

Lai, V., & Tan, C. (2019) · Proceedings of the Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 377

Creative Writing with a Machine in the Loop: Case Studies on Slogans and Stories

Clark, E., Ross, A. S., Tan, C., Ji, Y., & Smith, N. A. (2018) · 23rd International Conference on Intelligent User Interfaces

Natural Language Processing TechniquesArtificial Intelligence in Games

Cited by 257

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Kıcıman, E., Ness, R., Sharma, A., & Tan, C. (2023) · arXiv

Bayesian Modeling and Causal InferenceLogic, Reasoning, and Knowledge

Cited by 210

Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies

Lai, V., Chen, C., Smith-Renner, A., Liao, Q. V., & Tan, C. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 204

Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

Lai, V., Carton, S., Bhatnagar, R., Liao, Q. V., Zhang, Y., & Tan, C. (2022) · CHI Conference on Human Factors in Computing Systems

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 145

"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans

Lai, V., Liu, H., & Tan, C. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 123

Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies

Lai, V., Chen, C., Liao, Q. V., Smith-Renner, A., & Tan, C. (2021) · arXiv

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 75

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

Lakkaraju, H., Slack, D., Chen, Y., Tan, C., & Singh, S. (2022) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 62

Using AI to Promote Equitable Classroom Discussions: The TalkMoves Application

Suresh, A., Jacobs, J., Clevenger, C., Lai, V., Tan, C., Martin, J. H., & Sumner, T. (2021) · Lecture Notes in Computer Science

Intelligent Tutoring Systems and Adaptive LearningArtificial Intelligence in Education

Cited by 19

Machine Explanations and Human Understanding

Chen, C., Feng, S., Sharma, A., & Tan, C. (2022) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 6

Pragmatic Radiology Report Generation

Nguyen, D., Chen, C., He, H., & Tan, C. (2023) · arXiv

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 1