Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli
TL;DR本文利用正向-反向循环神经网络(FBRNNs)来检测事件(无论是单词还是短语形式),并与现有方法在ACE 2005以及Rich ERE 2015中呈竞争态势。
Abstract
Traditional event detection methods heavily rely on manually engineered rich features. Recent deep learning approaches alleviate this problem by automatic feature engineering. But such efforts, like tradition met