2025
Human and LLM-Based Resume Matching: An Observational Study
Swanand Vaishampayan, Hunter Leary, Yoseph Berhanu Alebachew, Louis Hickman, Brent A. Stevenor, Weston Beck +1
NAACL 2025findings
Resume matching assesses the extent to which candidates qualify for jobs based on the content of resumes. This process increasingly uses natural language processing (NLP) techniques to automate parsing and rating tasks—saving time and effort. Large language models (LLMs) are increasingly used for th…