《危险边缘》!挑战和超越

E. Brown
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引用次数: 9

摘要

只提供摘要形式。沃森以IBM创始人托马斯·j·沃森的名字命名,是由IBM的一组研究人员建造的,他们打算完成一项艰巨的挑战——建造一个能与人类匹敌的计算系统,以速度、准确性和信心回答用自然语言提出的问题。智力竞赛节目Jeopardy!提供了对这项技术的终极测试,因为游戏的线索涉及分析微妙的含义、讽刺、谜语和其他自然语言的复杂性,而人类擅长这些,而计算机通常不擅长。沃森通过了Jeopardy!但真正的考验将是在商业和跨行业中应用底层的自然语言处理和分析技术。在这次演讲中,我将介绍Jeopardy!大挑战,介绍沃森和基于沃森的DeepQA技术的概述,并探索该技术的未来应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Watson: The Jeopardy! Challenge and beyond
Summary form only given. Watson, named after IBM founder Thomas J. Watson, was built by a team of IBM researchers who set out to accomplish a grand challenge - build a computing system that rivals a human's ability to answer questions posed in natural language with speed, accuracy and confidence. The quiz show Jeopardy! provided the ultimate test of this technology because the game's clues involve analyzing subtle meaning, irony, riddles and other complexities of natural language in which humans excel and computers traditionally fail. Watson passed its first test on Jeopardy!, beating the show's two greatest champions in a televised exhibition match, but the real test will be in applying the underlying natural language processing and analytics technology in business and across industries. In this talk I will introduce the Jeopardy! grand challenge, present an overview of Watson and the DeepQA technology upon which Watson is built, and explore future applications of this technology.
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