New LLM platform offers immersive mock interviews with multimodal assessment

Researchers have developed PolyInterview, an LLM-powered platform designed to simulate realistic job interviews. The system generates role-specific questions based on job descriptions and resumes, conducts spoken interviews with a digital human interviewer, and provides comprehensive multimodal assessments. These assessments evaluate response content, vocal delivery, and non-verbal behavior, offering detailed feedback linked to behavioral evidence and actionable recommendations. The platform is publicly accessible and has already hosted over 1,500 interview sessions. AI

IMPACT Could significantly improve job interview preparation by providing accessible, adaptive, and detailed feedback.

RANK_REASON The cluster describes a research paper detailing a new LLM-based platform for mock interviews. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CL →

• arXiv
• Hugging Face
• LLM
• PolyInterview

• product
• paper

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