Factors Influencing the Surprising Instability of Word Embeddings

NAACL 2018 Laura WendlandtJonathan K. KummerfeldRada Mihalcea

Despite the recent popularity of word embedding methods, there is only a small body of work exploring the limitations of these representations. In this paper, we consider one aspect of embedding spaces, namely their stability... (read more)

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