LLM chain-of-thought rewriting of job postings plus category-aware MoE improves person-job fit AUC by 2.4%, GAUC by 7.5%, and live click-through conversion by 19.4%.
The 41st international ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018 , pages=
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Enhancing Online Recruitment with Category-Aware MoE and LLM-based Data Augmentation
LLM chain-of-thought rewriting of job postings plus category-aware MoE improves person-job fit AUC by 2.4%, GAUC by 7.5%, and live click-through conversion by 19.4%.