Zi-Xiao-Ken Wang

An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing

An information-theoretic evaluation framework for KT benchmark diagnosis that uses Context Tree Weighting on item-response histories and current-item queries as an operational causal uncertainty coordinate, while distinguishing it from the unobserved Local Irreducible Uncertainty under the full KT information set.