Modified Kneser-Ney Smoothing of n-gram Models

This report examines a series of tests that were performed on variations of the modified Kneser-Ney smoothing model outlined in a study by Chen and Goodman. [2] We explore several different ways of choosing and setting the discounting parameters, as well as the exclusion of singleton contexts at various levels of the model.