conftrace_

llm routing

8 papers

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Co-occurring keywords · papers mentioning both

model routing (3) large language model (2) role allocation (1) cascaded controller network (1) multi-choice knapsack (1) agent routing (1) cost-effective inference (1) multi-llm system (1) energy footprint (1) capability profiling (1)

Papers

Conformal LLM Routing with Distribution-Free Safety Guarantees ACL 2026 How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities EACL 2026 InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling ACL 2026 SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM System EACL 2026 Adaptive LLM Routing under Budget Constraints EMNLP 2025 Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context EMNLP 2025