Modeling German Verb Argument Structures: LSTMs vs. Humans

Rochereau Charlotte
Rochereau Charlotte
Cited by: 0|Views31

Abstract:

LSTMs have proven very successful at language modeling. However, it remains unclear to what extent they are able to capture complex morphosyntactic structures. In this paper, we examine whether LSTMs are sensitive to verb argument structures. We introduce a German grammaticality dataset in which ungrammatical sentences are constructed b...More

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