Assume that the probability of a specific (c, t) pair of words (where t is a target word and c another word in the same context with t), coming from the training data, is denoted as p (D = 1|c, t).
the objective function is then expressed as follows: the goal is to set the model parameters in a way that maximizes the probability of all observations coming from the training data.