Dialogue Acts Annotation for NICT Kyoto Tour Dialogue Corpus to Construct Statistical Dialogue Systems
Dialogue Acts Annotation for NICT Kyoto Tour Dialogue Corpus to Construct Statistical Dialogue Systems
复制标题
NICT京都之旅对话语料库的对话行为注释，构建统计对话系统
DOI：
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发表时间：
2010
期刊：
影响因子：
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通讯作者：
Satoshi Nakamura
中科院分区：
文献类型：
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作者：
Kiyonori Ohtake;Teruhisa Misu;Chiori Hori;H. Kashioka;Satoshi Nakamura
本文介绍了一种新的咨询对话语料库，该语料库旨在训练一名对话管理者，使其能够通过标注的对话语料库中的自发交互来处理咨询对话。我们收集了150多个小时的导游领域的咨询对话。我们正在开发由语音、抄本、言语行为(SA)标签、形态分析结果、依存分析结果和语义内容标签组成的语料库。本文概述了对话行为(DA)注释的分类，它可以描述话语的两个方面：交际功能(SA)和话语的语义内容。我们提供了京都巡回对话语料库的概述，并使用DA标签进行了初步分析。我们还给出了一个基于支持向量机的SA标注的初步实验结果。我们介绍了语料库的发展现状，并介绍了我们的语料库在正在开发的口语对话系统中的使用情况。
This paper introduces a new corpus of consulting dialogues designed for training a dialogue manager that can handle consulting dialogues through spontaneous interactions from the tagged dialogue corpus. We have collected more than 150 hours of consulting dialogues in the tourist guidance domain. We are developing the corpus that consists of speech, transcripts, speech act (SA) tags, morphological analysis results, dependency analysis results, and semantic content tags. This paper outlines our taxonomy of dialogue act (DA) annotation that can describe two aspects of an utterance: the communicative function (SA), and the semantic content of the utterance. We provide an overview of the Kyoto tour dialogue corpus and a preliminary analysis using the DA tags. We also show a result of a preliminary experiment for SA tagging via Support Vector Machines (SVMs). We introduce the current states of the corpus development In addition, we mention the usage of our corpus for the spoken dialogue system that is being developed.