Analyzing the Surprising Variability in Word Embedding Stability Across Languages

30 Apr 2020Laura BurdickJonathan K. KummerfeldRada Mihalcea

Word embeddings are powerful representations that form the foundation of many natural language processing architectures and tasks, both in English and in other languages. To gain further insight into word embeddings in multiple languages, we explore their stability, defined as the overlap between the nearest neighbors of a word in different embedding spaces... (read more)

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