Evaluation of distributional semantic models: a holistic approach

WS 2016  ·  Gabriel Bernier-Colborne, Patrick Drouin ·

We investigate how both model-related factors and application-related factors affect the accuracy of distributional semantic models (DSMs) in the context of specialized lexicography, and how these factors interact. This holistic approach to the evaluation of DSMs provides valuable guidelines for the use of these models and insight into the kind of semantic information they capture.

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