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

doi:10.13209/j.0479-8023.2017.166

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

Previous Articles Next Articles

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

KE Yonghong^1,†, ZHU Yongfu², SUI Zhifang², YU Shiwen²

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)126.com

基于多特征的语义角色标注一致性计算方法研究

柯永红^1,†, 朱永福², 穗志方², 俞士汶²

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)126.com
基金资助:
国家重点基础研究发展计划(2014CB340504)资助

Abstract

Abstract:

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

摘要：

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:

TP391

KE Yonghong, ZHU Yongfu, SUI Zhifang, YU Shiwen. A Method for Semantic Roles Labeling Consistency Calculation Based on Multi-features[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2018, 54(3): 475-480.

柯永红, 朱永福, 穗志方, 俞士汶. 基于多特征的语义角色标注一致性计算方法研究[J]. 北京大学学报（自然科学版）, 2018, 54(3): 475-480.

Add to citation manager EndNote|Ris|BibTeX

URL: https://xbna.pku.edu.cn/EN/10.13209/j.0479-8023.2017.166

https://xbna.pku.edu.cn/EN/Y2018/V54/I3/475

[1]	WANG Yasong, LIU Mingtong, ZHANG Yujie, XU Jin’an, CHEN Yufeng. Research on the Construction and Application of Paraphrase Parallel Corpus [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2021, 57(1): 68-74.
[2]	LI Yeqiu, TANG Hongxuan, QIAN Jin, ZOU Bowei, HONG Yu. Robustness of Chinese Machine Reading Comprehension [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2021, 57(1): 16-22.
[3]	SHENG Chen, KONG Fang, ZHOU Guodong. Building Chinese Zero Corpus Form Discourse Perspective [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2019, 55(1): 15-21.
[4]	WU Yunfang, WAN Fuqiang, XU Yifeng, Lü Xueqiang. A New Ranking Method for Chinese Discourse Tree Building [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2016, 52(1): 65-74.
[5]	SHU Jiagen,HUI Haotian,QIAN Longhua,ZHU Qiaoming. Construction of a Chinese Entity Linking Corpus [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2015, 51(2): 321-327.
[6]	WANG Boli,SHI Xiaodong,CHEN Yidong,REN Wenyao,YAN Siyao. On the Simplification of Chinese Characters in Taiwan:A Perspective of Corpus Linguistics [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2015, 51(2): 249-254.
[7]	HU Junfeng,YU Shiwen. The Computer Aided Research Work of Chinese Ancient Poems [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2001, 37(5): 727-733.
[8]	SUI Zhifang,YU Shiwen. The Acquisition and Application of the Knowledge for Recognizing the Predicate Head of a Chinese Simple Sentence [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 1998, 34(2): 221-230.

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

基于多特征的语义角色标注一致性计算方法研究

RichHTML

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 8

Recommended Articles

Metrics