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cs.IR2026
Learning to Adjudicate: Verifier-Guided Multi-Agent Reasoning for E-Commerce Relevance
Shi Shu, Hao Chen, Baopu Qiu +4
Relevance modeling is fundamental to e-commerce search, determining how well retrieved products satisfy the needs expressed in a user's query. Accurate judgments require interpreti…
cs.IR2026
Thinking Broad, Acting Fast: Latent Reasoning Distillation from Multi-Perspective Chain-of-Thought for E-Commerce Relevance
Baopu Qiu, Hao Chen, Yuanrong Wu +4
Effective relevance modeling is crucial for e-commerce search, as it aligns search results with user intent and enhances customer experience. Recent work has leveraged large langua…