Here, we filtered out the pair which has alphabetic or Chinese character Correct Queries to refine the pair corpus more (CAF: The shaded data with light gray and the shaded data with gray were removed).
if we filter out too many query pairs to improve the quality of the training data, we may not be able to obtain enough training data for the probabilistic methods or machine learning.