Papers by Weston Beck
Human and LLM-Based Resume Matching: An Observational Study (2025.findings-naacl)
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Swanand Vaishampayan, Hunter Leary, Yoseph Berhanu Alebachew, Louis Hickman, Brent A. Stevenor, Weston Beck, Chris Brown
| Challenge: | Resume matching assesses the extent to which candidates qualify for jobs based on the content of resumes. |
| Approach: | They compare GPT-4 and human ratings for resumes submitted to job openings from diverse fields using real-world evaluation criteria. |
| Outcome: | The proposed model improves the quality of LLM ratings and does not show bias. |