Lin ( 1998a ) 's similar word list for eat misses these but includes sleep ( ranked 6 ) and sit ( ranked 14 ) , because these have similar subjects to eat .
automatic retrieval and clustering of similar words
Dekang Lin
The DSP parameters for eat , for example , place high weight on features like Pr ( nlbraise ) , Pr ( nlration ) , and Pr ( nlgarnish ) . Lin ( 1998a ) 's similar word list for eat misses these but includes sleep ( ranked 6 ) and sit ( ranked 14 ) , because these have similar subjects to eat . Discriminative , context-specific training seems to yield a better set of similar predicates , e.g. the highest-ranked contexts for DSP â oo , on the verb join ,3 lead 1.42 , rejoin 1.39 , form 1.34 , belong to 1.31 , found 1.31 , quit 1.29 , guide 1.19 , induct 1.19 , launch ( subj ) 1.18 , work at 1.14 give a better SIMS ( join ) for Equation ( 1 ) than the top similarities returned by ( Lin , 1998a ) : participate 0.164 , lead 0.150 , return to 0.148 , say 0.143 , rejoin 0.142 , sign 0.142 , meet 0.142 , include 0.141 , leave 0.140 , work 0.137 Other features are also weighted intuitively .
@@CITATIONa ) 's similar word list for eat misses these but includes sleep ( ranked 6 ) and sit ( ranked 14 ) , because these have similar subjects to eat .