Multimodal Grounding for Language Processing

Autor:	Beinborn, L., Botschen, T., Gurevych, I., Bender, E.M., Derczynski, L., Isabelle, P.
Přispěvatelé:	ILLC (FNWI), Brain and Cognition, Language and Computation (ILLC, FNWI/FGw)
Jazyk:	angličtina
Rok vydání:	2018
Zdroj:	The 27th International Conference on Computational Linguistics: COLING 2018 : proceedings of the conference : August 20-26, 2018, Santa Fe, New Mexico, USA, 2325-2339 STARTPAGE=2325;ENDPAGE=2339;TITLE=The 27th International Conference on Computational Linguistics
Popis:	This survey discusses how recent developments in multimodal processing facilitate conceptual grounding of language. We categorize the information flow in multimodal processing with respect to cognitive models of human information processing and analyze different methods for combining multimodal representations. Based on this methodological inventory, we discuss the benefit of multimodal grounding for a variety of language processing tasks and the challenges that arise. We particularly focus on multimodal grounding of verbs which play a crucial role for the compositional power of language.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=narcis______::382f2f51690d97a283206a92f54428af https://dare.uva.nl/personal/pure/en/publications/multimodal-grounding-for-language-processing(1f8b4e43-7453-4b3a-91e7-d58e82340cc1).html Zobrazit plný text záznamu