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Comparative Assessment on Topical-Chat

60.89Coherencehard BT-σ
55.814857.132458.4559.7676Feb 18, 2026

Evaluation results

MethodLinks
hard BT-σaggregation=reliability-aware hard2026.0260.8953.4567.3658.9
soft BT2026.0260.0553.8761.8758.2
hard BT2026.0259.3150.2562.5756.9
BT-σaggregation=reliability-aware soft2026.0259.0256.363.4960.56
BT-σ-asptype=aspect-dependent variant2026.0258.9454.9265.5860.71
Temp-BTtype=supervised baseline, calibration=temperature scaling2026.0256.8852.2163.8660.65
Avg-Prob2026.0256.0149.3961.6251.53