Specifically, only a few studies apply global inference models to exploit temporal relations in discourse level.
how to acquire discourse-level temporal information from those long-distance event mention pairs in nonadjacent sentences becomes another crucial issue to temporal relation extraction, especially for Chinese, as a discourse-driven language with a broad range of ellipsis and flexible sentence structures.