activity
20222026
most citedSupporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms

50 citations · 117 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2026★ 4 cited

Investigating the Effects of LLM Use on Critical Thinking Under Time Constraints: Access Timing and Time Availability

Jiayin Zhi, Harsh Kumar, Mina Lee

The impact of large language models (LLMs) on critical thinking has provoked growing attention, yet this impact on actual performance may not be uniformly negative or positive. Par…

cs.HC2024

Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries

Harsh Kumar, Mohi Reza, Jeb Mitchell +3

Growth in the use of large language models (LLMs) in programming education is altering how students write SQL queries. Traditionally, students relied heavily on web search for codi…

cs.HC2024★ 3 cited

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

Harsh Kumar, Suhyeon Yoo, Angela Zavaleta Bernuy +6

Although engagement in self-directed wellness exercises typically declines over time, integrating social support such as coaching can sustain it. However, traditional forms of supp…

cs.CY2024★ 50 cited

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

Harsh Kumar, Ruiwei Xiao, Benjamin Lawson +8

Self-reflection on learning experiences constitutes a fundamental cognitive process, essential for the consolidation of knowledge and the enhancement of learning efficacy. However,…

cs.HC2023★ 33 cited

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

Harsh Kumar, Ilya Musabirov, Mohi Reza +5

Personalized chatbot-based teaching assistants can be crucial in addressing increasing classroom sizes, especially where direct teacher presence is limited. Large language models (…

cs.HC2022★ 27 cited

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 +5

Large-Language Models like GPT-3 have the potential to enable HCI designers and researchers to create more human-like and helpful chatbots for specific applications. But evaluating…