图 书 馆
支持向量机在语音标记中的应用A Support Vector Machine Approach to Dutch Part-of-Speech Tagging |
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| 课程网址: | http://videolectures.net/ida07_poel_asvma/ |
| 主讲教师: | Mannes Poel |
| 开课单位: | 特温特大学 |
| 开课时间: | 2007-10-08 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Part-of-Speech tagging, the assignment of Parts-of-Speech to the words in a given context of use, is a basic technique in many systems that handle natural languages. This paper describes a method for supervised training of a Part-of-Speech tagger using a committee of Support Vector Machines on a large corpus of annotated transcriptions of spoken Dutch. Special attention is paid to the decomposition of the large data set into parts for common, uncommon and unknown words. This does not only solve the space problems caused by the amount of data, it also improves the tagging time. The performance of the resulting tagger in terms of accuracy is 97.54 %, which is quite good, where the speed of the tagger is reasonably good. |
| 关 键 词: | 语音标记; 向量机; 口头语注释 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-27：lxf |
| 阅读次数: | 58 |