Here, we investigate whether distributional vector representations of word meaning can model brain activity induced by words presented without context. However, models of semantics have to account not only for context-based word processing, but should also describe how word meaning is represented. At the intersection of natural language processing and artificial intelligence, a class of very successful distributional word vector models has developed that can account for classic EEG findings of language, that is, the ease versus difficulty of integrating a word with its sentence context. How is semantic information stored in the human mind and brain? Some philosophers and cognitive scientists argue for vectorial representations of concepts, where the meaning of a word is represented as its position in a high-dimensional neural state space.
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