What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation

In the last two years, there has been a surge of word embedding algorithms and research on them. However, evaluation has mostly been carried out on a narrow set of tasks, mainly word similarity/relatedness and word relation similarity and on a single language, namely English.