Cai, Carrie J.

Generative Agents: Interactive Simulacra of Human Behavior

Park, J. S., O'Brien, J., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023) · Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology

Artificial Intelligence in GamesMulti-Agent Systems and Negotiation

Cited by 2,187

Generative Agents: Interactive Simulacra of Human Behavior

Park, J. S., O'Brien, J. C., Cai, C. J., Morris, M. R., Liang, P., & Bernstein, M. S. (2023) · arXiv

Artificial Intelligence in GamesMulti-Agent Systems and Negotiation

Cited by 2,173

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Kim, B., Wattenberg, M., Gilmer, J., Cai, C., Wexler, J., Viegas, F., & Sayres, R. (2017) · arXiv

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 1,240

"Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making

Cai, C. J., Winter, S., Steiner, D., Wilcox, L., & Terry, M. (2019) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 594

Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making

Cai, C. J., Reif, E., Hegde, N., Hipp, J., Kim, B., Smilkov, D., Wattenberg, M., Viegas, F., Corrado, G. S., Stumpe, M. C., et al. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)

Cited by 405

Program Synthesis with Large Language Models

Austin, J., Odena, A., Nye, M., Bosma, M., Michalewski, H., Dohan, D., Jiang, E., Cai, C., Terry, M., Le, Q., et al. (2021) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 388

Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative Models

Louie, R., Coenen, A., Huang, C. Z., Terry, M., & Cai, C. J. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Music Technology and Sound StudiesInnovative Human-Technology Interaction

Cited by 271

The effects of example-based explanations in a machine learning interface

Cai, C. J., Jongejan, J., & Holbrook, J. (2019) · Proceedings of the 24th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 220

Social Simulacra: Creating Populated Prototypes for Social Computing Systems

Park, J. S., Popowski, L., Cai, C., Morris, M. R., Liang, P., & Bernstein, M. S. (2022) · Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology

Innovative Human-Technology InteractionUsability and User Interface Design

Cited by 212

PromptChainer: Chaining Large Language Model Prompts through Visual Programming

Wu, T., Jiang, E., Donsbach, A., Gray, J., Molina, A., Terry, M., & Cai, C. J. (2022) · CHI Conference on Human Factors in Computing Systems Extended Abstracts

Spreadsheets and End-User ComputingUsability and User Interface Design

Cited by 198

PromptMaker: Prompt-based Prototyping with Large Language Models

Jiang, E., Olson, K., Toh, E., Molina, A., Donsbach, A., Terry, M., & Cai, C. J. (2022) · CHI Conference on Human Factors in Computing Systems Extended Abstracts

Usability and User Interface DesignSoftware Engineering Techniques and Practices

Cited by 157

AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music Composition

Suh, M. (., Youngblom, E., Terry, M., & Cai, C. J. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Music Technology and Sound StudiesInnovative Human-Technology Interaction

Cited by 138

Discovering the Syntax and Strategies of Natural Language Programming with Generative Language Models

Jiang, E., Toh, E., Molina, A., Olson, K., Kayacik, C., Donsbach, A., Cai, C. J., & Terry, M. (2022) · CHI Conference on Human Factors in Computing Systems

Software Engineering ResearchTeaching and Learning Programming

Cited by 79

LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Park, J. S., Zou, C. Q., Kamphorst, J., Egan, N., Shaw, A., Hill, B. M., Cai, C., Morris, M. R., Liang, P., Willer, R., et al. (2024) · arXiv

Ethics and Social Impacts of AIComputational and Text Analysis Methods

Cited by 49

ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles

Petridis, S., Wedin, B. D., Wexler, J., Pushkarna, M., Donsbach, A., Goyal, N., Cai, C. J., & Terry, M. (2024) · Proceedings of the 29th International Conference on Intelligent User Interfaces

Speech and dialogue systemsUsability and User Interface Design

Cited by 31

Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment

Schaekermann, M., Cai, C. J., Huang, A. E., & Sayres, R. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Retinal Imaging and AnalysisMachine Learning and Data Classification

Cited by 28

GenLine and GenForm: Two Tools for Interacting with Generative Language Models in a Code Editor

Jiang, E., Toh, E., Molina, A., Donsbach, A., Cai, C. J., & Terry, M. (2021) · Adjunct Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology

Software Engineering ResearchUsability and User Interface Design

Cited by 27