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Göteborgs universitets publikationer

A Model for Attention-Driven Judgements in Type Theory with Records

Författare och institution:
Simon Dobnik (Institutionen för filosofi, lingvistik och vetenskapsteori); John D. Kelleher (-)
Publicerad i:
JerSem: The 20th Workshop on the Semantics and Pragmatics of Dialogue. J. Hunter, M. Simons, and M. Stone, editors, New Brunswick, NJ USA, July 16–18 2016., 20 s. 25-34
ISSN:
2308-2275
Publikationstyp:
Konferensbidrag, refereegranskat
Publiceringsår:
2016
Språk:
engelska
Fulltextlänk:
Fulltextlänk (lokalt arkiv):
Sammanfattning (abstract):
This paper makes three contributions to the discussion on the applicability of Type Theory with Records (TTR) to embodied dialogue agents. First, it highlights the problem of type assignment or judgements in practical implementations which is re- source intensive. Second, it presents a judgement control mechanism, which con- sists of grouping of types into clusters or states by their thematic relations and selec- tion of types following two mechanisms inspired by the Load Theory of selective attention and cognitive control (Lavie et al., 2004), that addresses this problem. Third, it presents a computational frame- work, based on Bayesian inference, that offers a basis for future practical exper- imentation on the feasibility of the pro- posed approach.
Ämne (baseras på Högskoleverkets indelning av forskningsämnen):
NATURVETENSKAP ->
Data- och informationsvetenskap ->
Språkteknologi (språkvetenskaplig databehandling) ->
Datorlingvistik
SAMHÄLLSVETENSKAP ->
Psykologi ->
Psykologi (exklusive tillämpad psykologi) ->
Kognitionsforskning
HUMANIORA ->
Språk och litteratur ->
Jämförande språkvetenskap och lingvistik ->
Lingvistik
Nyckelord:
type theory with records, ttr, classification, perception, interaction, priming, attention, Bayesian reasoning, embodied dialogue agents
Postens nummer:
239476
Posten skapad:
2016-07-25 18:23
Posten ändrad:
2016-08-26 15:34

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