(2017), both of which extract related spans of words (entity mentions for coreference resolution, and events or time expressions for temporal dependency parsing).
our temporal dependency parsing model differs from Lee et al's coreference model in that the ranking model for coreference only needs to output the best candidate for each individual pairing and cluster all pairs that are coreferent to each other.