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Completeness and Cost of Retrieval Structures for Multi-Tool Requests in LLM Agents

Paper recorded by Signals 4 on 2026-10-30 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-30 on arXiv · recorded by Signals 4 on 2026-11-02

Category: cs.CL · 自然语言处理 · first seen 2026-11-02

Abstract

An agent that must call several tools to fulfill a request fails when the tool retriever omits any one of them, yet tool retrievers are mostly built and evaluated on queries requiring a single tool. We compare representatives of six retrieval structures (flat lexical and dense retrieval, LLM query decomposition, LLM-navigated hierarchies, server-then-tool matching, dependency graphs, and trained s

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#51 most recent of 628 cs.CL papers we have recorded · ↑ newer: Aligning MLLMs with the Latent Structure of Human Cognition via Behavi · ↓ older: How Much Can Tool Calls Reveal About You? Privacy Leakage from Tool-Ca
Cite this page: Completeness and Cost of Retrieval Structures for Multi-Tool Requests in LLM Agents: the #51 most recent of 628 cs.CL papers we have recorded (as of 2026-10-30). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/completeness-and-cost-of-retrieval-structures-for-multi-tool-requests-in-llm-age.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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