Reasoning about Linguistic Regularities in Word Embeddings using Matrix Manifolds

Sridhar Mahadevan, Sarath Chandar

Recent work has explored methods for learning continuous vector space word representations reflecting the underlying semantics of words. Simple vector space arithmetic using cosine…