conftrace_

query difficulty

3 papers

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Co-occurring keywords

large language model (13587) compound system (1) scaling property (2) performance prediction (72) online generalization (2) multi-llm routing (1) model capability (4) cold-start scenario (4) multi-agent system (1819) test-time compute (17)

Papers

CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades ACL 2026
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NIPS 2024