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A Computational Model of Concept Generalization in Cross-Modal Reference

A Computational Model of Concept Generalization in Cross-Modal Reference

作     者:Patrick McCrae Wolfgang Menzel Maosong SUN 

作者机构:CINACS Graduate Research Group Department of Informatics Hamburg University 22527 Hamburg Germany Natural Language Systems Group Department of Informatics Hamburg University 22527 Hamburg Germany Department of Computer Science Tsinghua University Beijing 100084 China 

出 版 物:《Tsinghua Science and Technology》 (清华大学学报(自然科学版(英文版))

年 卷 期:2011年第16卷第2期

页      面:113-120页

核心收录:

学科分类:081203[工学-计算机应用技术] 08[工学] 0835[工学-软件工程] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

基  金:Supported by the German Research Foundation (No. GRK 1247/1) 

主  题:vision-language interaction cross-modal reference syntactic disambiguation 

摘      要:Cross-modal interactions between visual understanding and linguistic processing substantially contribute to the remarkable robustness of human language *** argue that the formation of cross-modal referential links is a prerequisite for the occurrence of cross-modal interactions between vision and *** this paper we examine a computational model for a cross-modal reference formation with respect to its robustness against conceptual underspecification in the visual *** investigation is motivated by the fact that natural systems are well capable of establishing a cross-modal reference between modalities with different degrees of conceptual *** the investigated model,conceptually underspecified context information continues to drive the syntactic disambiguation of verb-centered syntactic ambiguities as long as the visual context contains the situation arity information of the visual scene.

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