Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity

Our paper “Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity” has been accepted for poster presentation at Cognitive Modeling and Computational Linguistics workshop (2018). We evaluate 8 differentword embedding models on their usefulness for predicting the neural activation patterns associated with concrete nouns. The models we consider include an experiential model, based […]