Choosing chunk trees in the task of multi-objective optimization

The article regards chunking for English in the dependency model using n-grams. The main problem arising during the solution of task is to choose the best tree among a set of dependency trees. We suggested a solution within the framework of multi-objective optimization using lexicographic method, which can considerably improve the quality of the decision. The results are analyzed in detail.