Information retrieval system using UNL for multilingual question answering

Kanu Goel, Parteek Bhatia
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引用次数: 1

Abstract

The key for enabling smooth information sharing across channels is the efficient storage of the information in a language independent format so that it can be retrieved across many geographies without having multiple corpus. This paper explains how this complex requirement can be solved by using UNL. In the paper the architecture and implementation of the UNL interlingua based question answering system is given that is capable enough to handle user queries against a language-independent representation of document. Currently the system solves factoid based questions as where, what, why, which etc using english as source language but later can be extended to other languages once their enconvertors and deconvertors are available. The proposed model is tested on ELOSS documents achieving an accuracy of 82.22%.
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基于UNL的多语种问答信息检索系统
实现跨通道平滑信息共享的关键是以独立于语言的格式高效地存储信息,这样就可以跨多个地理位置检索信息,而无需使用多个语料库。本文阐述了如何利用UNL来解决这一复杂的需求。本文给出了基于UNL中间语言的问答系统的体系结构和实现,该系统能够处理与语言无关的文档表示的用户查询。目前,该系统解决基于事实的问题,如在哪里,什么,为什么,哪个等使用英语作为源语言,但以后可以扩展到其他语言一旦他们的转换器和反转换器可用。该模型在loss文档上进行了测试,准确率达到82.22%。
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