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cs.CL2025
Listening to the Unspoken: Exploring "365" Aspects of Multimodal Interview Performance Assessment
Jia Li, Yang Wang, Wenhao Qian +4
Interview performance assessment is essential for determining candidates' suitability for professional positions. To ensure holistic and fair evaluations, we propose a novel and co…
cs.CL2025
Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors
Jia Li, Yichao He, Jiacheng Xu +4
Accurate and reliable personality assessment plays a vital role in many fields, such as emotional intelligence, mental health diagnostics, and personalized education. Unlike fleeti…