Neural Event Semantics for Grounded Language Understanding

AbstractWe present a new conjunctivist framework, neural event semantics (NES), for compositional grounded language understanding. Our approach treats all words as classifiers that compose to form a sentence meaning by multiplying output scores. These classifiers apply to spatial reg...

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Bibliographic Details
Main Authors: Shyamal Buch, Li Fei-Fei, Noah D. Goodman
Format: Article
Language:English
Published: The MIT Press 2021-01-01
Series:Transactions of the Association for Computational Linguistics
Online Access:https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00402/106993/Neural-Event-Semantics-for-Grounded-Language