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arXiv 2308.03293cs.CL

对话系统能否在不使用问号的情况下生成恰当回应?——问号对对话系统影响的探究

Dialogue Systems Can Generate Appropriate Responses without the Use of Question Marks? -- Investigation of the Effects of Question Marks on Dialogue Systems

LINE Corporation(LINE公司)

Tomoya Mizumoto, Takato Yamazaki, Katsumasa Yoshikawa, Masaya Ohagi, Toshiki Kawamoto, Toshinori Sato

AI总结:

本文研究问号对口语对话系统生成回应的影响,发现问号缺失会显著影响系统表现,并通过具体示例分析了受影响的话语类型。

摘要:

当个体进行口语对话时,可以观察到各种不同于文本对话中明显的现象。虽然书面交流通常使用问号来表示疑问,但在口语对话中,疑问常常通过句末的升调来表示。然而,许多语音识别引擎不会在识别出的疑问句后附加问号,这给构建口语对话系统带来了挑战。具体而言,句末缺少问号可能会阻碍口语对话系统对疑问句生成恰当的回应。因此,我们探究了问号对对话系统的影响,结果表明问号具有显著影响。此外,我们分析了具体示例,试图确定哪些类型的话语会对对话系统产生影响。

英文摘要:

When individuals engage in spoken discourse, various phenomena can be observed that differ from those that are apparent in text-based conversation. While written communication commonly uses a question mark to denote a query, in spoken discourse, queries are frequently indicated by a rising intonation at the end of a sentence. However, numerous speech recognition engines do not append a question mark to recognized queries, presenting a challenge when creating a spoken dialogue system. Specifically, the absence of a question mark at the end of a sentence can impede the generation of appropriate responses to queries in spoken dialogue systems. Hence, we investigate the impact of question marks on dialogue systems, with the results showing that they have a significant impact. Moreover, we analyze specific examples in an effort to determine which types of utterances have the impact on dialogue systems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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