The shallow parser used is the SNoW-based CSCL parser ( Punyakanok and Roth , 2001 ; Munoz et al. , 1999 ) .
the use of classifiers in sequential inference
V Punyakanok D Roth
The reported results for the full parse tree ( on section 23 ) are recall/precision of 88.1 / 87.5 ( Collins , 1997 ) . The shallow parser used is the SNoW-based CSCL parser ( Punyakanok and Roth , 2001 ; Munoz et al. , 1999 ) . SNoW ( Carleson et al. , 1999 ; Roth , 1998 ) is a multi-class classifier that is specifically tailored for learning in domains in which the potential number of information sources ( features ) taking part in decisions is very large , of which NLP is a principal example .
The shallow parser used is the SNoW-based CSCL parser ( @@CITATION ; Munoz et al. , 1999 ) .