Generally, p(w|θ q ) is calculated with maximum likelihood estimation (MLE): To calculate p(w|θ d ), several smoothing methods have been proposed to overcome the data sparseness problem of a language model constructed from one historical question (Zhai and Lafferty, 2001).
2012AA011102), the National Basic Research Program of China (No.