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cs.IR2026
CRE-T1 Preview Technical Report: Beyond Contrastive Learning for Reasoning-Intensive Retrieval
Guangzhi Wang, Yinghao Jiao, Zhi Liu
The central challenge of reasoning-intensive retrieval lies in identifying implicitreasoning relationships between queries and documents, rather than superficial se-mantic or lexic…
cs.IR2026
PJB: A Reasoning-Aware Benchmark for Person-Job Retrieval
Guangzhi Wang, Xiaohui Yang, Kai Li +4
As retrieval models converge on generic benchmarks, the pressing question is no longer "who scores higher" but rather "where do systems fail, and why?" Person-job matching is a dom…