Toward expert-level motivational interviewing for health behavior improvement with LLMs

arXiv:2512.15446 · cs.CL · Submitted 2025-12-17 · Read on arXiv

cs.CL

Submitted: 2025-12-17

Updated: 2025-12-17

Code: https://github.com/CbyerDragon/MI-LLM

Terminology

Fine-Tuning — 16× in this paper · explained in 5 episodes
Benchmark — 8× in this paper · explained in 2 episodes
Core — 8× in this paper · explained in 2 episodes
Generalization — 3× in this paper · explained in 13 episodes
Prompt Engineering — 3× in this paper · explained in 4 episodes
Adaptation — 2× in this paper · explained in 1 episode
Motivational Interviewing Treatment Integrity — 2× in this paper
Accuracy — 1× in this paper · explained in 1 episode
Data Augmentation — 1× in this paper · explained in 7 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Low-Rank Adaptation (LoRA) — 1× in this paper · explained in 9 episodes
Massive Multitask Language Understanding — 1× in this paper
Reinforcement Learning — 1× in this paper · explained in 4 episodes

Sources

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