Deconstructing Word Embeddings

8 Jan 2019Koushik Varma Kalidindi

A review of Word Embedding Models through a deconstructive approach reveals their several shortcomings and inconsistencies. These include instability of the vector representations, a distorted analogical reasoning, geometric incompatibility with linguistic features, and the inconsistencies in the corpus data... (read more)

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