@inproceedings{2bcd361b43664aadb15080a3cb493fb6,
title = "Domain-specific product named entity recognition from Chinese microblog",
abstract = "In this paper, we presented an effective method to recognize product named entity from Chinese micro blog. Due to the short, noisy and informal text, it is much more difficult to recognize Pro-NEs from micro blog than traditional media, such as news articles. In order to work out the challenges, we carried out a statistical analysis on the appearance of Pro-NEs in Chinese micro blog, According to the structure of Pro-NEs, we integrated some features and introduced external knowledge to the conditional random fields model. Experiments on an artificial annotated micro blog corpus show that our approach can improve the performance of the product named entity recognition from microblog.",
keywords = "CRFs, Chinese, Microblog, Product named entity recognition",
author = "Xianxiang Yang and Heyan Huang and Xin Xin and Quanchao Liu and Xiaochi Wei",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 10th International Conference on Computational Intelligence and Security, CIS 2014 ; Conference date: 15-11-2014 Through 16-11-2014",
year = "2015",
month = jan,
day = "20",
doi = "10.1109/CIS.2014.73",
language = "English",
series = "Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "218--222",
booktitle = "Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014",
address = "United States",
}