Dynamic Word Embeddings for Evolving Semantic Discovery

Yifan Sun
Yifan Sun
Nikhil Rao
Nikhil Rao

WSDM 2018: The Eleventh ACM International Conference on Web Search and Data Mining Marina Del Rey CA USA February, 2018, pp. 673-681, 2018.

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Abstract:

Word evolution refers to the changing meanings and associations of words throughout time, as a byproduct of human language evolution. By studying word evolution, we can infer social trends and language constructs over different periods of human history. However, traditional techniques such as word representation learning do not adequately...More

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