To tackle this, we first employ Google Translate 2 , a state-of-the-art machine translation system, to gain the translation of an event instance, similar to what has been widely done by previous studies in bilingual classification tasks e.g., Wan (2008); Then, we uniformly represent each text with bilingual word features.
we augment each original feature vector into a novel one which contains the translated features.