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ANSWER INTEGRATING DEVICE, ANSWER INTEGRATING METHOD, AND ANSWER INTEGRATING PROGRAM

机译:回答集成设备,应答集成方法,并回答集成程序

摘要

An input unit 81 inputs an annotation result that is data to which a label is added based on an annotator's answer, and label addition information that indicates an inter-label structure. An answer integration unit 82 integrates the annotation results and estimates the label of the data. A skill estimation unit 83 estimates a skill of the annotator based on a difference between the estimated label and the labels included in the annotation results. An update unit 84 updates, based on the estimated skill of the annotator, the feature of a task for adding a label the inter-label structure of which is specified based on the label addition information to the data, the update being performed so that the feature conforms to the annotation results. An output unit 85 outputs the label estimated by the answer integration unit 82. The answer integration unit 82 estimates the label based on a weight calculated in accordance with closeness of the skill of the annotator and the feature of the task to the label.
机译:输入单元81输入基于注释器的答案添加标签的数据的注释结果,以及指示标签间结构的标签添加信息。答案集成单元82集成注释结果并估计数据的标签。技能估计单元83基于估计标签和注释结果中包括的标签之间的差来估计注释器的技能。更新单元84基于注释器的估计技巧更新用于添加标签的任务的特征,其基于标签添加信息对数据的标签添加信息来指定,所以正在执行的更新功能符合注释结果。输出单元85输出由应答积分单元82估计的标签。答案积分单元82基于根据注释器技术的亲近计算的权重和标签的任务的特征来估计标签。

著录项

  • 公开/公告号US2021383255A1

    专利类型

  • 公开/公告日2021-12-09

    原文格式PDF

  • 申请/专利权人 NEC CORPORATION;

    申请/专利号US201817288143

  • 发明设计人 KUNIHIRO TAKEOKA;MASAFUMI OYAMADA;

    申请日2018-11-01

  • 分类号G06N5/04;G06N20;

  • 国家 US

  • 入库时间 2024-06-14 22:30:17

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