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model routing

32 papers

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Co-occurring keywords

large language model (13587) model selection (456) computational efficiency (362) inference cost (28) cost optimization (22) small language model (204) cost reduction (12) llm routing (8) efficient computing (781) cost efficiency (15)

Papers

EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026
FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection ACL 2026
Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching ACL 2026
Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026
Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI 2026
CP-Router: An Uncertainty-Aware Router Between LLM and LRM AAAI 2026
ICL-Router: In-Context Learned Model Representations for LLM Routing AAAI 2026
The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026
Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026
Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025
Token Level Routing Inference System for Edge Devices ACL 2025
Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs 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
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025
Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025
Capability Instruction Tuning AAAI 2025
StitchLLM: Serving LLMs, One Block at a Time ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context EMNLP 2025
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025