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The Impact of Visual Context on the Content of Referring Expressions

机译:视觉上下文对引用表达式内容的影响

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Traditional approaches to referring expression generation (REG) have taken as a fundamental requirement the need to distinguish the intended referent from other entities in the context. It seems obvious that this should be a necessary condition for successful reference; but we suggest that a number of recent investigations cast doubt on the significance of this aspect of reference. In the present paper, we look at the role of visual context in determining the content of a referring expression, and come to the conclusion that, at least in the referential scenarios underlying our data, visual context appears not to be a major factor in content determination for reference. We discuss the implications of this surprising finding.
机译:参考表达生成(REG)的传统方法已被视为基本要求,需要区分从其他实体中的预期参考。显而易见的是,这应该是成功参考的必要条件;但我们建议,最近的一些调查对这方面的意义令人疑问。在本文中,我们在确定参考表达式的内容时看看视觉上下文的角色,并得出结论,至少在我们的数据的基础上,视觉上下文似乎不是内容的主要因素参考的确定。我们讨论了这种令人惊讶的发现的影响。

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