Jiakai Shi

According to our database, Jiakai Shi authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness.

Harsh Kumar, Suhyeon Yoo, Angela M. Zavaleta Bernuy, Jiakai Shi, Huayin Luo, Joseph Jay Williams, Anastasia Kuzminykh, Ashton Anderson, Rachel Kornfield

CoRR, 2024

Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms.

Harsh Kumar, Ruiwei Xiao, Benjamin Lawson, Ilya Musabirov, Jiakai Shi, Xinyuan Wang, Huayin Luo, Joseph Jay Williams, Anna N. Rafferty, John C. Stamper, Michael Liut

Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health.

Harsh Kumar, Tong Li, Jiakai Shi, Ilya Musabirov, Rachel Kornfield, Jonah Meyerhoff, Ananya Bhattacharjee, Chris J. Karr, Theresa Nguyen, David C. Mohr, Anna N. Rafferty, Sofia S. Villar, Nina Deliu, Joseph Jay Williams

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception.

Harsh Kumar, Ilya Musabirov, Mohi Reza, Jiakai Shi, Anastasia Kuzminykh, Joseph Jay Williams, Michael Liut

CoRR, 2023

Exploring The Potential of Chatbots to Provide Mental Well-being Support for Computer Science Students.

Harsh Kumar, Kunzhi Yu, Andrew Chung, Jiakai Shi, Joseph Jay Williams

Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

Exploring the Use of Large Language Models for Improving the Awareness of Mindfulness.

Harsh Kumar, Yiyi Wang, Jiakai Shi, Ilya Musabirov, Norman A. S. Farb, Joseph Jay Williams

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk.

Harsh Kumar, Ilya Musabirov, Jiakai Shi, Adele Lauzon, Kwan Kiu Choy, Ofek Gross, Dana Kulzhabayeva, Joseph Jay Williams

CoRR, 2022

"Sounds like a Cheesy Radio Ad": Using User Perspectives for Enhancing Digital COVID Vaccine Communication Strategies for Public Health Agencies.

Harsh Kumar, Taneea S. Agrawaal, Kwan Kiu Choy, Jiakai Shi, Joseph Jay Williams

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022