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AGRI-QAS question-answering system for agriculture domain

机译:农业域名Agri-QAS问答系统

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In this paper, we focus on the need for a robust domain specific question answering system targeting agriculture domain. It aims to help farmers get information and resolve their queries related to agriculture and thereby improving agriculture literacy. The system is based on the principles of natural language processing and information retrieval. Most of the currently available information retrieval tools return ranked list of documents instead of precise answers and do not support runtime answer retrieval. Thus we focus on developing a system which processes unstructured data and returns actual answer for FACTOID questions such as ‘which’, ‘what’, ‘who’, ‘where’. For example, “which diseases affect the wheat crop?”, “what are the prevalent diseases in North-America region?” etc.
机译:在本文中,我们专注于针对农业领域的强大域特定问题应答系统的需求。它旨在帮助农民获取信息并解决与农业有关的疑问,从而提高农业识字。该系统基于自然语言处理和信息检索的原理。大多数当前可用的信息检索工具返回排名的文档列表而不是精确的答案,不支持运行时答案检索。因此,我们专注于开发一个处理非结构化数据的系统,并返回实际答案,以便为“哪个”,“什么”,“谁”,“在哪里”。例如,“哪种疾病影响小麦作物?”,“北美地区的普遍疾病是什么?”等等。

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