conftrace_

confidence-based routing

4 papers

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Co-occurring keywords · papers mentioning both

large language model (2) taxonomy-guided selection (1) confidence-based cascade (1) cost accuracy tradeoff (1) cascaded inference (1) few-shot exemplar (1) class-balanced training (1) expert debate (1) cost-aware cascade (1) political question evasion (1)

Papers

CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades ACL 2026 TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought SemEval 2026 When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing ACL 2026 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025