Temporal analysis of events is an important part of many natural language processing tasks. We expect events to contain the same temporal information regardless of the language, however, the way temporal information is encoded via lexical or grammatical properties differs from language to language. While the lexical aspect of event semantics is relatively similar across languages, the grammatical aspect varies greatly, and concepts of tense and aspect may not be shared across languages, preventing a simple correspondence of verbal forms between two languages from being established. This work...