arxivcs.IRcs.AIcs.CL2026-07-12
Tool-Adaptive LLM Reranker
Generative Large Language Models (LLMs) have revolutionized information retrieval, yet their strictly parametric nature frequently leads to severe factual hallucinations when confronted with complex queries beyond their epistemic boundaries. While external tool-calling can mitiga…