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文字组合的混合元素分析

Combinatory Hybrid Elementary Analysis of Text
课程网址: http://videolectures.net/pcw06_atwell_cheat/  
主讲教师: Eric Atwell
开课单位: 利兹大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
我们提出了对形态挑战竞赛的欺骗方法:文本的组合杂交初等分析。其理念是:从许多其他候选系统获取结果;作弊将读取每个其他系统的输出文件,然后逐行选择多数投票分析-大多数系统都进行的分析。如果存在关联,则采用具有最高F度量值的系统生成的结果;如果其他系统´;输出文件排序最好,则只需采用第一个关联结果即可实现这一点。为了证明我们的方法,我们需要证明这确实是无监督学习,正如在吗啡挑战网站上定义的那样;可以说,作弊方法涉及超大规模的无监督学习,因为它结合了三个不同的无监督学习层。
课程简介: We propose to CHEAT approach to the MorphoChallenge contest: Combinatory Hybrid Elementary Analysis of Text. The idea is: acquire results from a number of other candidate systems; CHEAT will read in the output files of each of the other systems, and then line-by-line select the "majority vote" analysis - the analysis which most systems have gone for. If there is a tie, take the result produced by the system with the highest F-measure; if the other systems´ output files are ordered best-first, then this is achieved by simply taking the first of the tied results. To justify our approach, we need to show that this really is unsupervised learning, as defined on the MorphoChallenge website; arguably the CHEAT approach involves super-sized unsupervised learning, as it combines three different layers of unsupervised learning.
关 键 词: 计算机科学; 文本挖掘; 混合元素分析
课程来源: 视频讲座网
最后编审: 2020-06-02:毛岱琦(课程编辑志愿者)
阅读次数: 42