Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks

Fahmid Shahriar Iqbal, Ritam Dutt, Soumitra Das +2

Time and event expression extraction are fundamental temporal reasoning tasks, but the problem remains difficult due to annotation ambiguity, domain sensitivity, and unstable model…