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model routing

36 papers

Papers

Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching ACL 2026 Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026 Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI 2026 CP-Router: An Uncertainty-Aware Router Between LLM and LRM AAAI 2026 EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026 FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026 Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026 Howard University-AI4PC at SemEval-2026 Task 7: Culturally Aware Multilingual Model Routing Through a Mixture-of-Specialists Framework SemEval 2026 ICL-Router: In-Context Learned Model Representations for LLM Routing AAAI 2026 LENS: Latent Precision Inference in Multi-LLM Routing UAI 2026 Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection ACL 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 VL-RouterBench: A Benchmark for Vision-Language Model Routing CVPR 2026 Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025 Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025 Capability Instruction Tuning AAAI 2025 Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025 RouteLLM: Learning to Route LLMs from Preference Data ICLR 2025 RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs EMNLP 2025 SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025