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Published at November 11

Script-Strategy Aligned Generation: Aligning LLMs with Expert-Crafted Dialogue Scripts and Therapeutic Strategies for Psychotherapy

cs.HC

cs.AI

Released Date: November 11, 2024

Authors: Xin Sun¹, Jan de Wit², Zhuying Li³, Jiahuan Pei⁴, Abdallah El Ali⁵, Jos A. Bosch⁶

Aff.: ¹University of Amsterdam and Centrum Wiskunde & Informatica (CWI), The Netherlands; ²Tilburg University, The Netherlands; ³Southeast University, China; ⁴Vrije Universiteit Amsterdam, The Netherlands; ⁵Centrum Wiskunde & Informatica (CWI) and Utrecht University, The Netherlands; ⁶University of Amsterdam, The Netherlands

Arxiv: http://arxiv.org/abs/2411.06723v1

CA Conditions	Metric 1	Metric 2
Rule-based (as oracle)	100.00	98.81
Pure LLM	85.71	12.62
LLM-SAG (Prompt)	97.62	96.42
LLM-SAG (FT)	71.43	70.24