Matthew Jörke

According to our database, Matthew Jörke authored at least 18 papers between 2019 and 2026.

Collaborative distances:

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

2026

LLMs are not (consistently) Bayesian: Quantifying internal (in)consistencies of LLMs' probabilistic beliefs.

Chacha Chen, Matthew Jörke, Adam Golinski, Masha Fedzechkina, Guillermo Sapiro, Sinead Williamson, Nicholas J. Foti

CoRR, May, 2026

Reflections and New Directions for Human-Centered Large Language Models.

Caleb Ziems, Dora Zhao, Rose E. Wang, Matthew Jörke, Ahmad Rushdi, Advit Deepak, Sunny Yu, Anshika Agarwal, Harshvardhan Agarwal, Gabriela Aranguiz-Dias, Aditri Bhagirath, Justine Breuch, Huanxing Chen, Ruishi Chen, Sarah Chen, Haocheng Fan, William Fang, Cat Gonzales Fergesen, Daniel Frees, Tian Gao, Ziqing Huang, Vishal Jain, Yucheng Jiang, Kirill P. Kalinin, Su Doga Karaca, Arpandeep Khatua, Teland La, Isabelle Levent, Miranda Li, Xinling Li, Yongce Li, Angela Liu, Minsik Oh, Nathan J. Paek, Anthony Qin, Emily Redmond, Michael J. Ryan, Aadesh Salecha, Xiaoxian Shen, Pranava Singhal, Shashanka Subrahmanya, Mei Tan, Irawadee Thawornbut, Michelle Vinocour, Xiaoyue Wang, Zheng Wang, Henry Jin Weng, Pawan Wirawarn, Shirley Wu, Sophie Wu, Yichen Xie, Patrick Ye, Sean Zhang, Yutong Zhang, Cathy Zhou, Yiling Zhao, James Landay, Diyi Yang

CoRR, May, 2026

"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use.

Shardul Sapkota, Matthew Jörke, Zane Sabbagh, Omar Shaikh, Grace Wang, James A. Landay

CoRR, May, 2026

Generative Experiences for Digital Mental Health Interventions: Evidence from a Randomized Study.

Ananya Bhattacharjee, Michael Liut, Matthew Jörke, Diyi Yang, Emma Brunskill

CoRR, April, 2026

Bloom: Designing for LLM-Augmented Behavior Change Interactions.

Matthew Jörke, Defne Genç, Valentin Teutschbein, Shardul Sapkota, Sarah Chung, Paul Schmiedmayer, Maria Ines Campero, Abby C. King, Emma Brunskill, James A. Landay

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

GPTCoach: Towards LLM-Based Physical Activity Coaching.

Matthew Jörke, Shardul Sapkota, Lyndsea Warkenthien, Niklas Vainio, Paul Schmiedmayer, Emma Brunskill, James A. Landay

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

Cost-Aware Near-Optimal Policy Learning.

Joy He-Yueya, Jonathan Lee, Matthew Jörke, Emma Brunskill

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

"They Make Us Old Before We're Old": Designing Ethical Health Technology with and for Older Adults.

Jianna So, Samantha Estrada, Matthew Jörke, Eva Bianchi, Maria Wang, Nava Haghighi, Kristen L. Fessele, James A. Landay, Andrea Cuadra

Proc. ACM Hum. Comput. Interact., 2024

Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting.

Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi T. Iqbal, Gonzalo A. Ramos, Mary Czerwinski

Proc. ACM Hum. Comput. Interact., 2024

Supporting Physical Activity Behavior Change with LLM-Based Conversational Agents.

Matthew Jörke, Shardul Sapkota, Lyndsea Warkenthien, Niklas Vainio, Paul Schmiedmayer, Emma Brunskill, James A. Landay

CoRR, 2024

Adaptive Interventions with User-Defined Goals for Health Behavior Change.

Aishwarya Mandyam, Matthew Jörke, William Denton, Barbara E. Engelhardt, Emma Brunskill

Proceedings of the Conference on Health, 2024

2023

Explanations Can Reduce Overreliance on AI Systems During Decision-Making.

Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael S. Bernstein, Ranjay Krishna

Proc. ACM Hum. Comput. Interact., April, 2023

Adaptive Interventions with User-Defined Goals for Health Behavior Change.

Aishwarya Mandyam, Matthew Jörke, Barbara E. Engelhardt, Emma Brunskill

CoRR, 2023

Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data.

Matthew Jörke, Yasaman S. Sefidgar, Talie Massachi, Jina Suh, Gonzalo A. Ramos

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting.

Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi T. Iqbal, Gonzalo A. Ramos, Mary P. Czerwinski

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

A Workshop-Based Method for Navigating Value Tensions in Collectively Speculated Worlds.

Nava Haghighi, Matthew Jörke, Yousif Mohsen, Andrea Cuadra, James A. Landay

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2020

Attending to Long-Distance Document Context for Sequence Labeling.

Matthew Jörke, Jon Gillick, Matthew Sims, David Bamman

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Hybrid Microgenetic Analysis: Using Activity Codebooks to Identify and Characterize Creative Process.

César Torres, Matthew Jörke, Emily Hill, Eric Paulos

Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition, 2019