Researchers have developed PolyInterview, an LLM-powered platform designed to simulate realistic job interview practice. The system generates questions tailored to a specific job description and candidate's CV, conducts multi-turn spoken interviews with a digital human interviewer, and provides comprehensive multimodal assessments. These assessments evaluate response content, vocal delivery, and non-verbal behavior, linking scores to behavioral evidence and actionable recommendations. AI
IMPACT This platform could significantly improve job interview preparation by offering realistic, adaptive practice and detailed feedback.
RANK_REASON The item describes a research paper detailing a new LLM-based platform for mock interview practice. [lever_c_demoted from research: ic=1 ai=1.0]
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