Bunyamin Ergen

Pre-registration: when does dynamics-aware tokenization pay off? (SFVT / TSB-AD-U)

Pre-registration of the predictions, frozen cutoffs, and analysis plan for testing whether the k-means token transition rate predicts when successor-field tokenization (SFVT) outperforms position-based tokenization on TSB-AD-U anomaly detection. Written before any anomaly-detecti...

Pre-registration: when does dynamics-aware tokenization pay off? (SFVT / TSB-AD-U)

Pre-registration of the predictions, frozen cutoffs, and analysis plan for testing whether the k-means token transition rate predicts when successor-field tokenization (SFVT) outperforms position-based tokenization on TSB-AD-U anomaly detection. Written before any anomaly-detecti...