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Is deeper always better? Replacing linear mappings with deep learning networks in the Discriminative Lexicon Model

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Recently, deep learning models have increasingly been used in cognitive modelling of language. This study asks whether deep learning can help us to better understand the learning problem that needs to be solved by speakers, above and beyond linear methods. We ... ...