In this paper, we focus on temporal evidence classification.
assuming the passage retrieval component has retrieved the relevant passages as intermediate evidence of temporal relations, we must classify whether the time expression t in the passage belongs to one these classes: BEGINNING, END-ING, BEFORE, AFTER, and WITHIN.