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Book Open access Jul 2026

Population-Guided Intent-Aware Query Rewriting for Web Search

Population-Guided Intent-Aware Rewriting (PGIR) is proposed, which captures dominant population intent via a Semantic Clustering Unit (SCU) and generates intent-aware rewrites through a Rewriting Unit (U), aligning queries with mainstream search goals without requiring user history.

Yuanzhao Guo, Shuai Zhang, Ang Li et al. · 0 citations