The context of a current token ti is clearly one of the most important features in predicting whether ti is a mention or not ( Florian et al. , 2004 ) .
a statistical model for multilingual entity detection and tracking
R Florian H Hassan A Ittycheriah H Jing N Kambhatla X Luo N Nicolov S Roukos
We use features such as the shallow parsing information associated with the tokens in a window of 3 tokens , POS , etc. . The context of a current token ti is clearly one of the most important features in predicting whether ti is a mention or not ( Florian et al. , 2004 ) . We denote these features as backward token tri-grams and forward token tri-grams for the previous and next context of ti respectively .
The context of a current token ti is clearly one of the most important features in predicting whether ti is a mention or not ( @@CITATION ) .