AMD uses three LLM agents (Socratic questioning, dialogic answering, reflective feedback) to generate and refine pseudo-answers for query expansion, reporting gains over prior methods on BEIR and TREC benchmarks.
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A New Query Expansion Approach via Agent-Mediated Dialogic Inquiry
AMD uses three LLM agents (Socratic questioning, dialogic answering, reflective feedback) to generate and refine pseudo-answers for query expansion, reporting gains over prior methods on BEIR and TREC benchmarks.