AI RESEARCH
AutoScreen-FW: An LLM-based Framework for Resume Screening
arXiv CS.CL
•
ArXi:2603.18390v1 Announce Type: new Corporate recruiters often need to screen many resumes within a, which increases their burden and may cause suitable candidates to be overlooked. To address these challenges, prior work has explored LLM-based automated resume screening. However, some methods rely on commercial LLMs, which may pose data privacy risks. Moreover, since companies typically do not make resumes with evaluation results publicly available, it remains unclear which resume samples should be used during learning to improve an LLM's judgment performance.