conftrace_

deferral mechanism

3 papers

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Co-occurring keywords · papers mentioning both

semantic agreement (1) llm cascade (1) token-level confidence (1) conversational derailment (1) post-hoc training (1) output deferral (1) deferral function (1) forecasting model (1) forward-looking simulation (1) output reliability (1)

Papers

Wait! There’s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment ACL 2026 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Post-hoc estimators for learning to defer to an expert NeurIPS 2022