Thus, beyond understanding individual predicates (e.g., at the semantic role labeling level), there is a need to place them and their arguments in a global context.
for both models of SemLM, we study four language model implementations: N-gram, skipgram (Mikolov et al., 2013b), continuous bagof-words (Mikolov et al., 2013a) and log-bilinear language model (Mnih and Hinton, 2007).