Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues

T He, L Liao, Y Cao, Y Liu, Y Sun, Z Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in proactive dialogues have garnered significant attention,
particularly for more complex objectives (eg emotion support and persuasion). Unlike …

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent

J Ye, L **ang, Y Zhang, C Zong - arxiv preprint arxiv:2412.08389, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated promising potential in providing
empathetic support during interactions. However, their responses often become verbose or …

EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics

C Wan, M Labeau, C Clavel - arxiv preprint arxiv:2408.08782, 2024 - arxiv.org
Designing emotionally intelligent conversational systems to provide comfort and advice to
people experiencing distress is a compelling area of research. Recently, with advancements …

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration

Y Yang, P Achananuparp, H Huang, J Jiang… - arxiv preprint arxiv …, 2025 - arxiv.org
Conversational counselor agents have become essential tools for addressing the rising
demand for scalable and accessible mental health support. This paper introduces CAMI, a …