There are hundreds of particles in the Korean language, but many of these are not used often, e.g., 9 particles cover 70% of particle use in a data set of thesis abstracts and 32 cover 95% in a study by Kang (2002).
the training data should only include particles which can reasonably be ex-pected to appear when the learner has omitted one.