计算机科学 ›› 2015, Vol. 42 ›› Issue (7): 276-279.doi: 10.11896/j.issn.1002-137X.2015.07.059
郑 新 李培峰 朱巧明
ZHENG Xin LI Pei-feng ZHU Qiao-ming
摘要: 事件时序关系的研究在问答系统、信息抽取和文本自动摘要等自然语言处理领域起着重要的作用。首先借鉴英文的标注方法,将中文事件的时序关系分为4类,并给出了具体的标注方法。然后给出了一个中文时序关系的分类方法。最后,在标注语料库上测试了中文事件时序关系分类的性能,结果表明该方法优于规则方法。
[1] Mani I,Verhagen M,Wellner B,et al.Machine Learning ofTemporal Relations [C]∥Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of Association for Computational Linguistics.2006:753-760 [2] Chambers N,Wang Shan,Jurafsky D.Classifying Temporal Relations between Events [C]∥Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions.2007:173-176 [3] Chambers N,Jurafsky D.Jointly Combining Implicit Constraints Improves Temporal Ordering[C]∥Proceedings of the Conference on EMNLP.2008:698-706 [4] Chambers N,Jurafsky D.Unsupervised Learning of NarrativeEvent Chains[C]∥Proceeding of ACL 2008.Hawaii,USA,2008:789-797 [5] Do Quang-xuan,Lu Wei,Roth D.Joint Inference for Event Time-line Construction[C]∥Proceeding of the 2012 Joint Conference on EMNLP.2012:677-687 [6] Ng Jun-ping,Kan Min-yen,Lin Zi-heng,et al.Exploiting Discourse Analysis for Article-Wide Temporal Classification[C]∥Proceeding of EMNLP 2013.2013:12-23 [7] Cheng Y C,Asahara M,Matsumoto Y.Constructing a Temporal Relation Tagged Corpus of Chinese based on Dependency Structure Analysis[C]∥14th International Symposium on Temporal Representation and Reasoning.2007:59-69 [8] Cheng Y C,Asahara M,Matsumoto Y.Use of Event Types for Temporal Relation Identification in Chinese Text[C]∥IJCNLP.2008:31-38 [9] 林静,苑春法.汉语时间关系抽取与计算[J].中文信息学报,2009,23(5):62-67 Lin Jing,Yuan Chun-fa.Extraction and Computation of Chinese Temporal Relation [J].Journal of Chinese Information Proces-sing,2009,23(5):62-67 [10] 仲兆满,刘宗田,周文,等.事件关系表示模型[J].中文信息学报,2009,23(6):56-60 Zhong Zhao-man,Liu Zong-tian,Zhou Wen,et al.The Model of Event Relation Representation [J].Journal of Chinese Information Processing,2009,3(6):56-60 [11] Zou Hong-jian,Yang Er-hong,Gao Yan,et al.The Annotation of Event Schema in Chinese [C]∥23rd International Conference on Computational Linguistics.2010:72-79 [12] 王风娥,谭红叶,钱揖丽.基于最大熵的句内时间关系识别[J].计算机工程,2012,38(4):37-39 Wang Feng-e,Tan Hong-ye,Qian Yi-li.Recognition of Temporal Relation in One Sentence Based on Maximum Entropy [J].Computer Engineering,2012,38(4):37-39 [13] Cohen J.A coefficient of agreement for nominal scales [J].Educational and Psychological Measurement,1960,20(1):37-46 |
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