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Author

Rocky Slavin

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Jul 2026

TRACER: Early Failure Detection for Task-Oriented Dialogue

TRACER detects useful failure signals well before the end of the conversation and outperforms heuristic, classical, and single-stream baselines, suggesting that early failure detection can provide a practical warning signal for dialogue systems before the interaction fully breaks down.

E. Nourbakhsh, Rocky Slavin, Ke Yang et al. · 0 citations