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cs.HC2026
Evaluation of Motivational Interviewing Counsellors with Task-Aware Multi-Stage LLM-Based Simulated Clients
Jiading Zhu, Xinyu Cindy Wang, Thomas Nguyen +4
The development and benchmarking of Large Language Model (LLM)-based Motivational Interviewing (MI) counsellors now often rely on LLM-based simulated clients. Prior work on simulat…
cs.CL2026
What are They Thinking? Delineation, Probing, and Tracking of Concepts in LLMs
Mohamed Abdelwahab, Michelle Yu Collins, Sihan Chen +5
As the influence of LLMs expands, it is imperative to gain insight into their decisions. One way to do that is to develop probes that detect the presence or absence of a broad set…