Large-scale Collection and Analysis of Personal Question-Answer Pairs for Conversational Agents
Large-scale Collection and Analysis of Personal Question-Answer Pairs for Conversational Agents
复制标题
会话代理个人问答对的大规模收集和分析
DOI:
10.1007/978-3-319-09767-1_53
复制
发表时间:
2014
期刊:
影响因子:
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通讯作者:
Yasuhiro Minami
中科院分区:
文献类型:
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作者:
Hiroaki Sugiyama;Toyomi Meguro;Ryuichiro Higashinaka;Yasuhiro Minami
In conversation, a speaker sometimes asks questions that relate to another speaker’s detailed personality, such as his/her favorite foods and sports. This behavior also appears in conversations with conversational agents; therefore, agents should be developed that can respond to such questions. In previous agents, this was achieved by creating question-answer pairs defined by hand. However, when a small number of persons create the pairs, we cannot know what types of questions are frequently asked. This makes it difficult to know whether the created questions cover frequently asked questions; therefore, such essential question-answer pairs for conversational agents are possibly overlooked. This study analyzes a large number of question-answer pairs for six personae created by many question-generators, with one answer-generator for each persona. The proposed approach allows many questioners to create questions for various personae, enabling us to investigate the types of questions that are frequently asked. A comparison with questions appearing in conversations between humans shows that 50.2% of the questions were contained in our question-answer pairs and the coverage rate was almost saturated with the 20 recruited question-generators.
DOI:
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发表时间:
2003
期刊:
International Workshop on Language Understanding and Agents for Real World Interaction
影响因子:
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作者:
R.Nisimura;Y.Nishihara;R.Tsurumi;A.Lee;H.Saruwatari;K.Shikano
通讯作者:
K.Shikano