基于贝叶斯网络的荷兰语对话行为识别

Simon Keizer, R. O. D. Akker, A. Nijholt
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引用次数: 81

摘要

本文介绍了将贝叶斯网络应用于荷兰语对话系统的对话行为识别模块。贝叶斯网络可以从带注释的对话语料库中的数据构建。通过两组不同语料库但标注方案相同的实验,给出了识别结果并进行了评价。
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Dialogue Act Recognition with Bayesian Networks for Dutch Dialogues
This paper presents work on using Bayesian networks for the dialogue act recognition module of a dialogue system for Dutch dialogues. The Bayesian networks can be constructed from the data in an annotated dialogue corpus. For two series of experiments - using different corpora but the same annotation scheme - recognition results are presented and evaluated.
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