Acta Scientiarum Naturalium Universitatis Pekinensis ›› 2018, Vol. 54 ›› Issue (3): 475-480.DOI: 10.13209/j.0479-8023.2017.166

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A Method for Semantic Roles Labeling Consistency Calculation Based on Multi-features

KE Yonghong1,†, ZHU Yongfu2, SUI Zhifang2, YU Shiwen2   

  1. 1. School of Chinese Language and Literature, Beijing Normal University, Beijing 100871
    2. Institute of Computational Linguistics, Peking University, Beijing 100871
  • Received:2017-01-20 Revised:2017-11-27 Online:2018-05-20 Published:2018-05-20
  • Contact: KE Yonghong, E-mail: keyonghong(at)


柯永红1,†, 朱永福2, 穗志方2, 俞士汶2   

  1. 1. 北京师范大学文学院, 北京100871
    2. 北京大学计算语言学教育部重点实验室, 北京100871
  • 通讯作者: 柯永红, E-mail: keyonghong(at)
  • 基金资助:


The authors state an automatic method for semantic role labeling consistency calculation, based on the features of annotated corpus’ format, structure, content and user performances. The expriment shows that the proposed method is fast, stable and has high recall rate, and it can greatly improve the quality and efficiency.

Key words: corpus, multi features, consistency calculation, semantic role labelling


综合语义角色标注语料的格式、标签结构、标签内容和用户可信度等多个特征, 实现一种自动的语义角色标注一致性计算方法。实验证明, 该方法对错误标注的召回率高, 并且速度快, 结果稳定, 可以大幅度地提高语义角色标注一致性检查的效率。

关键词: 语料库, 多特征, 一致性计算, 语义角色标注

CLC Number: