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Ze-Sheng Wei

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#natural language process... Preprint Sep 2026

ProMediConv: Benchmarking Proactive Conversational Agents in Legal Dispute Mediation

ProMediConv is introduced, a novel benchmarking framework that models mediation as a proactive, multi-stage, and party-aware dialogue process incorporating 11 mediation strategies and four party behavior pattern (BP) states and proposes MAD (Mean Attribute Difference), a fine-grained metric that captures BP shifts thro...

Ze-Sheng Wei, Meng-Fan Li, Wen-Hao Liu et al. · 0 citations
Preprint Aug 2026

Do LLMs Understand Personality? Rethinking Persona Fidelity Evaluation through Structured Behavioral Inference

This work proposes PRISM (Persona Reasoning with Inverse SFL-based Modeling), a psycholinguistically grounded framework that reformulates persona fidelity evaluation as a structured inverse inference task, providing a more reliable framework for persona fidelity evaluation.

Meng-Fan Li, Ze-Sheng Wei, Xuan-Hua Shi et al. · 1 citation

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