The authors built SearchJev to handle six recurring search decisions: routing, query rewriting, relevance assessment, evidence sufficiency, navigation and verification.
Direct decision scoring makes search agents faster and better calibrated
SearchJev replaces repeated language-model generation with schema-constrained predictions, escalating uncertain decisions to a larger reasoning system.
Chinese Tech
Congfeng Cao · Lipeng Zuo · Konstantinos Papakostas · Qiwei Xu · Songwei Xu · Lun Zhou · +3 more
Huawei Technologies Co., Ltd. · Leiden University Code Models
Research Digest··2 min read
Cao et al.
Why this paper
From Huawei Technologies Co., Ltd. and Leiden University Code Models
In one line
SearchJev separates bounded search judgments from generative reasoning, delivering faster, better-calibrated decisions while improving search speed and answer accuracy.
What we could check
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- ✓Reports numbers on named benchmarks (2 benchmarks)
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