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AgentsSci/EMNLP_Cost-Aware-Protocol-Routing

Cost-Aware Protocol Routing: Matched Protocol Outcomes The short version. We ran the same 6,803 reasoning problems through four different LLM collaboration setups — from a single direct answer up to a four-agent deliberation — and recorded, for every problem, which ones got it right. Then we asked whether a model can look at a problem beforehand and predict which setup is worth paying for. It can predict whether it will fail. It cannot predict which collaboration protocol will… See the full description on the dataset page: https://huggingface.co/datasets/AgentsSci/EMNLP_Cost-Aware-Protocol-Rou

Author / organizationAgentsSci
License (as declared)cc-by-4.0
Downloads218 (as reported by Hugging Face)
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Created23 September 2026
Last updated at source24 September 2026
multi-agent-systemsllm-routingcost-aware-inferencecalibrationagent-collaborationreasoningemnlp2026
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