Semantic projection recovers rich human knowledge of multiple object features from word embeddings

How is knowledge about word meaning represented in the mental lexicon? Current computational models infer word meanings from lexical co-occurrence patterns. They learn to represent words as vectors in a multidimensional space, wherein words that are used in more similar linguistic contexts-that is,...

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Bibliographic Details
Main Authors: Grand, Gabriel, Blank, Idan Asher, Pereira, Francisco, Fedorenko, Evelina
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:English
Published: Springer Science and Business Media LLC 2023
Online Access:https://hdl.handle.net/1721.1/148772