An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram. (arXiv:2208.06348v3 [q-bio.NC] UPDATED)

Electroencephalography (EEG) and language have been widely explored
independently for many downstream tasks (e.g., sentiment analysis, relation
detection, etc.). Multimodal approaches that study both domains have not been
well explored, even though in recent years, multimodal learning has been seen
to be more powerful than its unimodal counterparts. In this study, we want to
explore the relationship and dependency between EEG and language, i.e., how one
domain reflects and represents the other. To study the relationship at the
representation level, …

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