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Language, Action and Perception (APL-ESSLLI): Lecture Notes of a Course in Language and Computation

Conference contribution
Authors Simon Dobnik
John D. Kelleher
Mehdi Ghanimifard
Published in ESSLLI 2019, 31 European Summer School on Logic, Language and Information
Publisher University of Latvia
Place of publication Riga, Latvia
Publication year 2019
Published at Department of Philosophy, Linguistics and Theory of Science
Language en
Links https://esslli2019.folli.info
https://mehdi.ghanimifard.com/apl-e...
https://www.dobnik.net/simon/events...
https://gup.ub.gu.se/file/207850
https://gup.ub.gu.se/file/207851
https://gup.ub.gu.se/file/207852
https://gup.ub.gu.se/file/207853
https://gup.ub.gu.se/file/207854
Keywords language, perception, action, embodiment, spatial language, attention, grounding, dialogue systems, robotic systems, learning language with robots, image descriptions, generating referring expressions, visual question answering, situated interactive agents
Subject categories Computational linguistics, Linguistics, Cognitive science

Abstract

The course gives a survey of theory and practical computational implementations of how natural language interacts with the physical world through action and perception. We will look at topics such as semantic theories and computational approaches to modelling natural language, action and perception (grounding), situated dialogue systems, integrated robotic systems, grounding of language in action and perception, generation and interpretation of scene descriptions from images and videos, spatial cognition, and others.

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