For ease of explanation, we denote a semantic sequence of joint event representations as [e 1 , e 2 , • • • , e t ], with e t being the t th event in the sequence.
we model the conditional probability of an event e t given its context as Note that the softmax operation is carried out over the event vocabulary V, i.e., all possible events in the language model.