The extant event detection models, which rely on dependency parsing, have exhibited commendable efficacy. However, for some long sentences with more words, the results of parsing are complex, because each word corresponds to a directed edge label. These edges do not all provide guidance model, and accuracy tools decreases increase in sentence length, resulting error propagation. To solve these ...