一作SIGIR 2026Oral· Information Retrieval (Industry)
Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search
Mengxiang Chen · Zhouwei Zhai · Jin Li
摘要
Modern e-commerce search is evolving from simple keyword matching to resolving complex user intents. While large language models (LLMs) offer powerful reasoning capabilities, existing LLM-based search paradigms suffer from a fundamental blindness-latency dilemma: query rewriting methods are agnos...