Recent work has shown that supervision available in English for this task (e.g., lexical resources) can be transferred to other languages via crosslingual word embeddings.
this kind of transfer misses monolingual distributional information available in a target language, such as contrast relations that are indicative of antonymy (e.g., hot…while…cold).