Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems

机译：人机语料库分析与语音对话系统的生成和交互

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We describe an approach to language generation for simulated end-to-end user tests based on flexible templates constructed from a corpus. We also augment the user replies by additional features such as self-corrections and fillers. This approach is a dynamic and easy way to cover many different kinds of user utterances with realistic frequencies. Our experiments show that the generated replies are comparable in variety to the utterances of real users.

机译：我们描述了一种基于语料库构造的灵活模板的，用于模拟端到端用户测试的语言生成方法。我们还通过其他功能（如自我更正和填充）来增加用户答复。这种方法是一种动态简便的方法，可以用实际频率覆盖许多不同种类的用户话语。我们的实验表明，所生成的回复在种类上与真实用户的话语相当。

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来源
《KI 2011: Advances in artificial intelligence》|2011年|p.272-276|共5页
会议地点 Berlin(DE);Berlin(DE);Berlin(DE)
作者
Roland Roller; Tatjana Scheffler; Norbert Reithinger;
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DFKI GmbH, Projektbiiro Berlin Alt-Moabit 91c 10559 Berlin, Germany;

DFKI GmbH, Projektbiiro Berlin Alt-Moabit 91c 10559 Berlin, Germany;

DFKI GmbH, Projektbiiro Berlin Alt-Moabit 91c 10559 Berlin, Germany;

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原文格式 PDF
正文语种 eng
中图分类人工智能理论;
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1. The MATCH corpus: a corpus of older and younger users' interactions with spoken dialogue systems [J] . Kallirroi Georgila, Maria Wolters, Johanna D. Moore, Computers and the Humanities . 2010,第3期

机译：MATCH语料库：老年人和年轻用户与口语对话系统互动的语料库
2. Ranking Multiple Dialogue States by Corpus Statistics to Improve Discourse Understanding in Spoken Dialogue Systems [J] . Ryuichiro HIGASHINAKA, Mikio NAKANO IEICE Transactions on Information and Systems . 2009,第9期

机译：通过语料库统计对多个对话状态进行排名，以提高口语对话系统中的话语理解能力
3. Speech understanding for spoken dialogue systems: From corpus harvesting to grammar rule induction [J] . Elias Iosif, Ioannis Klasinas, Georgia Athanasopoulou, Computer speech and language . 2018,第JANa期

机译：语音对话系统的语音理解：从语料库收集到语法规则归纳
4. Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems [C] . Roland Roller, Tatjana Scheffler, Norbert Reithinger Annual German Conference on Artificial Intelligence . 2011

机译：与口头对话系统产生和互动的人机语料库分析
5. Dialogue systems as conversational partners: Applying conversation acts theory to natural language generation for task-oriented mixed-initiative spoken dialogue. [D] . Stent, Amanda Joy. 2001

机译：作为对话伙伴的对话系统：将对话行为理论应用于自然语言生成，以实现面向任务的混合式口语对话。
6. Exploratory analysis of real personal emergency response call conversations: considerations for personal emergency response spoken dialogue systems [O] . Victoria Young, Elizabeth Rochon, Alex Mihailidis 2016

机译：对真实的个人紧急响应电话对话的探索性分析：个人紧急响应语音对话系统的注意事项
7. A Fully Annotated Corpus for Studying the Effect of Cognitive Ageing on Users' Interactions with Spoken Dialogue Systems [O] . Georgila Kallirroi, Wolters Maria, Karaiskos Vasilis, 2008

机译：一个完全注释的语料库，用于研究认知老化对用户与口语对话系统互动的影响

Human-Machine Corpus Analysis for Generation and Interaction with Spoken Dialog Systems

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