Microblog entity linking by leveraging extra posts

Yuhang Guo, Bing Qin*, Ting Liu, Sheng Li

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

18 引用 (Scopus)

摘要

Linking name mentions in microblog posts to a knowledge base, namely microblog entity linking, is useful for text mining tasks on mi-croblog. Entity linking in long text has been well studied in previous works. However few work has focused on short text such as mi-croblog post. Microblog posts are short and noisy. Previous method can extract few features from the post context. In this paper we propose to use extra posts for the microblog entity linking task. Experimental results show that our proposed method significantly improves the linking accuracy over traditional methods by 8.3% and 7.5% respectively.

源语言英语
主期刊名EMNLP 2013 - 2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
出版商Association for Computational Linguistics (ACL)
863-868
页数6
ISBN(电子版)9781937284978
出版状态已出版 - 2013
已对外发布
活动2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 - Seattle, 美国
期限: 18 10月 201321 10月 2013

出版系列

姓名EMNLP 2013 - 2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

会议

会议2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013
国家/地区美国
Seattle
时期18/10/1321/10/13

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