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20222026
most citedTowards Automated Real-time Evaluation in Text-based Counseling

4 citations · 4 across the 2 of their papers we have counts for

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5 papers · 1 filter

cs.CL2026

Multi-dimensional Assessment and Explainable Feedback for Counselor Responses to Client Resistance in Text-based Counseling with LLMs

Anqi Li, Ruihan Wang, Zhaoming Chen +5

Effectively addressing client resistance is a sophisticated clinical skill in psychological counseling, yet practitioners often lack timely and scalable supervisory feedback to ref…

cs.CL2026

CARE: An Explainable Computational Framework for Assessing Client-Perceived Therapeutic Alliance Using Large Language Models

Anqi Li, Chenxiao Wang, Yu Lu +3

Client perceptions of the therapeutic alliance are critical for counseling effectiveness. Accurately capturing these perceptions remains challenging, as traditional post-session qu…

cs.CL2026

RECAP: Resistance Capture in Text-based Mental Health Counseling with Large Language Models

Anqi Li, Yuqian Chen, Yu Lu +3

Recognizing and navigating client resistance is critical for effective mental health counseling, yet detecting such behaviors is particularly challenging in text-based interactions…

cs.CL2025

The Expressions of Depression and Anxiety in Chinese Psycho-counseling: Usage of First-person Singular Pronoun and Negative Emotional Words

Lizhi Ma, Tong Zhao, Shuai Zhang +7

This study explores the relationship between linguistic expressions and psychological states of depression and anxiety within Chinese psycho-counseling interactions, focusing speci…

cs.CL20224 cited

Towards Automated Real-time Evaluation in Text-based Counseling

Anqi Li, Jingsong Ma, Lizhi Ma +3

Automated real-time evaluation of counselor-client interaction is important for ensuring quality counseling but the rules are difficult to articulate. Recent advancements in machin…