@article{deconflatingpreferenceandqualificationco, title = {De-conflating Preference and Qualification: Constrained Dual-Perspective Reasoning for Job Recommendation with Large Language Models}, author = {Bryce Kan and Wei Yang and Emily Nguyen and Ganghui Yi and Bowen Yi and Chenxiao Yu and Yan Liu}, year = {2026}, eprint = {2602.03097}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.03097}, }