Language Models Stochastic Language Models A statistical model for generating text Probability distribution over strings in a given language → P(o●oM)=P(。|M (o|M,● P(。|M,●d P(。|M,●oLanguage Models 9 Stochastic Language Models ▪ A statistical model for generating text ▪ Probability distribution over strings in a given language M P ( | M ) = P ( | M ) P ( | M, ) P ( | M, ) P ( | M, )