61 search results - page 2 / 13 » Name Tagging with Word Clusters and Discriminative Training |
ACL
2009
13 years 3 months ago
2009
In this paper, we present a discriminative word-character hybrid model for joint Chinese word segmentation and POS tagging. Our word-character hybrid model offers high performance...
CICLING
2007
Springer
13 years 11 months ago
2007
Springer
Ambiguous person names are a problem in many forms of written text, including that which is found on the Web. In this paper we explore the use of unsupervised clustering techniques...
ACL
2008
13 years 7 months ago
2008
A Named Entity Recognizer (NER) generally has worse performance on machine translated text, because of the poor syntax of the MT output and other errors in the translation. As som...
CICLING
2009
Springer
14 years 6 months ago
2009
Springer
We cast name discrimination as a problem in clustering short contexts. Each occurrence of an ambiguous name is treated independently, and represented using second?order context vec...
CICLING
2005
Springer
13 years 11 months ago
2005
Springer
It is relatively common for different people or organizations to share the same name. Given the increasing amount of information available online, this results in the ever growing...