The paper compares and contrasts the training time needed and performance achieved by our modified learner with two other systems : a standard transformation-based learner , and the ICA system ( Hepple , 2000 ) .
independence and commitment assumptions for rapid training and execution of rulebased pos taggers
M Hepple
In this paper , we present a novel and realistic method for speeding up the training time of a transformation-based learner without sacrificing performance . The paper compares and contrasts the training time needed and performance achieved by our modified learner with two other systems : a standard transformation-based learner , and the ICA system ( Hepple , 2000 ) . The results of these experiments show that our system is able to achieve a significant improvement in training time while still achieving the same performance as a standard transformation-based learner .
The paper compares and contrasts the training time needed and performance achieved by our modified learner with two other systems : a standard transformation-based learner , and the ICA system ( @@CITATION ) .