Extensible Framework for Distinct Question Answering Agents

Hyo-Jung Oh, C. Lee, Yi-Gyu Hwang, Jeong Hur, Myung-Gil Jang
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Abstract

For question answering, the multi-source approach is justifiable especially when different sources provide different types of knowledge. In this paper, a variety of question and answer types are revealed. The key point this paper addresses under the framework of extensible QA is efficient and consonant usage of a number of distinct QA techniques for improving the answer confidence. To prove the extensibility of the proposed model, we started with four QA modules first and added two specialty modules to the system one by one. As a result, both effectiveness and efficiency are improved as we employ more specialized QA modules.
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不同问答代理的可扩展框架
对于问题回答,多源方法是合理的,特别是当不同的来源提供不同类型的知识时。在本文中,揭示了多种问答类型。在可扩展质量保证框架下,本文讨论的重点是有效和协调地使用一些不同的质量保证技术来提高答案的置信度。为了证明模型的可扩展性,我们先从4个QA模块入手,然后依次向系统中添加2个专业模块。因此,当我们采用更专业的QA模块时,有效性和效率都得到了提高。
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