In this paper, we propose a new cross-lingual approach for event detection, which demonstrates a minimal dependency on parallel resources.
we propose a context-dependent lexical mapping method to obtain content-dependent translation, and we devise a shared syntactic order event detector to explore the syntactic similarity for multilingual co-training.