IRIS: a Chat-oriented Dialogue System based on the Vector Space Model

IRIS: a Chat-oriented Dialogue System based on the Vector Space Model
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发表时间:
2012-07
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通讯作者:
Rafael E. Banchs;Haizhou Li
Rafael E. Banchs;Haizhou Li
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作者:
Rafael E. Banchs;Haizhou Li

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本文介绍了一个基于向量空间模型框架的面向聊天的对话系统IRIS(非正式响应交互系统)。该系统属于基于实例的对话系统的类别,并在大量对话样本集合上基于双重搜索策略构建其聊天能力。还描述和讨论了允许在相同的矢量模型空间框架上实施的系统自适应和学习的附加策略。
This system demonstration paper presents IRIS (Informal Response Interactive System), a chat-oriented dialogue system based on the vector space model framework. The system belongs to the class of example-based dialogue systems and builds its chat capabilities on a dual search strategy over a large collection of dialogue samples. Additional strategies allowing for system adaptation and learning implemented over the same vector model space framework are also described and discussed.