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Article

Data-driven models and computational tools for neurolinguistics: a language technology perspective

Journal of Cognitive Science. 2020. Vol. 1. No. 21. P. 15-52.
Ekaterina Artemova, Bakarov A., Artemov A., Burnaev E. V., Sharaev M.

In this paper, our focus is the connection and influence of language technologies on the research in neurolinguistics. We present a review of ​brain imaging-based neurolinguistics studies with a focus on the natural language representations, such as word embeddings and pre-trained language model. Mutual enrichment of neurolinguistics and language technologies leads to development of brain-aware natural language representations. The importance of the research area is emphasized by medical applications