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Crossmodal Language Comprehension-Psycholinguistic Insights and Computational Approaches
Alacam, O (Alacam, Ozge)1; Li, XS (Li, Xingshan)2; Menzel, W (Menzel, Wolfgang)1; Staron, T (Staron, Tobias)1
第一作者Alacam, O (Alacam, Ozge)
通讯作者邮箱alacam@informatik.uni-hamburg.de ; staron@informatik.uni-hamburg.de
心理所单位排序2
摘要

Crossmodal interaction in situated language comprehension is important for effective and efficient communication. The relationship between linguistic and visual stimuli provides mutual benefit: While vision contributes, for instance, information to improve language understanding, language in turn plays a role in driving the focus of attention in the visual environment. However, language and vision are two different representational modalities, which accommodate different aspects and granularities of conceptualizations. To integrate them into a single, coherent system solution is still a challenge, which could profit from inspiration by human crossmodal processing. Based on fundamental psycholinguistic insights into the nature of situated language comprehension, we derive a set of performance characteristics facilitating the robustness of language understanding, such as crossmodal reference resolution, attention guidance, or predictive processing. Artificial systems for language comprehension should meet these characteristics in order to be able to perform in a natural and smooth manner. We discuss how empirical findings on the crossmodal support of language comprehension in humans can be applied in computational solutions for situated language comprehension and how they can help to mitigate the shortcomings of current approaches.

关键词language comprehension crossmodality psycholinguistics incrementality prediction speaker intention
2020-01
语种英语
DOI10.3389/fnbot.2020.00002
发表期刊FRONTIERS IN NEUROROBOTICS
ISSN1662-5218
卷号14页码:不详
期刊论文类型Review
收录类别SCIE
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/31317
专题认知与发展心理学研究室
作者单位1.Univ Hamburg, Dept Informat, Nat Language Syst Grp, Hamburg, Germany
2.Chinese Acad Sci, Inst Psychol, Reading & Visual Cognit Lab, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Alacam, O ,Li, XS ,Menzel, W ,et al. Crossmodal Language Comprehension-Psycholinguistic Insights and Computational Approaches[J]. FRONTIERS IN NEUROROBOTICS,2020,14:不详.
APA Alacam, O ,Li, XS ,Menzel, W ,&Staron, T .(2020).Crossmodal Language Comprehension-Psycholinguistic Insights and Computational Approaches.FRONTIERS IN NEUROROBOTICS,14,不详.
MLA Alacam, O ,et al."Crossmodal Language Comprehension-Psycholinguistic Insights and Computational Approaches".FRONTIERS IN NEUROROBOTICS 14(2020):不详.
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