CUET_Luminaries at SemEval-2026 Task 11: Disentangling Logical Validity from Semantic Plausibility through Canonical Abstraction
This proposed approach combines cross-validation, structured aggregation and bias-aware evaluation to optimize the robustness–performance trade-off, and achieves 93.19% accuracy with a TCE of 3.13, yielding a strong combined score of 38.56 under the official evaluation metric.
Adnan Faisal, Shiti Chowdhury
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