Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation

Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio +1

Following the recent success of word embeddings, it has been argued that there is no such thing as an ideal representation for words, as different models tend to capture divergent…