Michał Podstawski

Early Classification of Information Cascades with Class-Conditional Small Language Models

Early detection classifies an information cascade from its first nodes, but the labeled cascades available for training are complete. On four datasets, discriminative models trained on complete cascades are a median of 18 AUC points below their prefix-trained versions at five nodes. We write the structure and timing of...

Small Language Models as Graph Classifiers: Evaluating and Improving Permutation Robustness