Use of semantics in real life applications

G. Grefenstette
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引用次数: 2

Abstract

Semantics has many different definitions in science. In natural language processing, there has been much research over the past three decades involving extracting the semantics, the meaning, of natural texts. This has led to entity recognition (people, places, companies, prices, dates, and events), and more recently into sentiment analysis, exploring another level of meaning in a text. These techniques are now well understood and robust. Results of this research are beginning to appear in products and online sites, finding their way into practical applications. The stage is set for an explosion of semantically savvy applications, from 3D design, to enhanced web browsing, to social network aware yellowpages. This talk will explore these paths from research to industry, illustrated by current products on the market.
在实际应用程序中使用语义
语义学在科学上有许多不同的定义。在自然语言处理方面,在过去的三十年中,有很多研究涉及提取自然文本的语义和意义。这导致了实体识别(人物、地点、公司、价格、日期和事件),以及最近的情感分析,探索文本中另一个层次的意义。这些技术现在已经得到了很好的理解和完善。这项研究的结果开始出现在产品和在线网站上,并进入实际应用。从3D设计到增强的网页浏览,再到社交网络感知黄页,精通语义的应用程序将迎来爆炸式的发展。本讲座将以目前市场上的产品为例,探讨从研究到工业的这些途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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