Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain

7 Mar 2019Gerhard WohlgenanntAriadna BarinovaDmitry IlvovskyEkaterina Chernyak

Word embeddings are already well studied in the general domain, usually trained on large text corpora, and have been evaluated for example on word similarity and analogy tasks, but also as an input to downstream NLP processes. In contrast, in this work we explore the suitability of word embedding technologies in the specialized digital humanities domain... (read more)

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