The linguistic theory of Applicative and Cognitive Grammar analyses the language in three levels as follows: the linguistic level, the predicative level, and the semantico-cognitive level. The meaning of the words is described at the semantico-cognitive level. Here we give the description of the verbal semantics in order to build a lemmatized lexicon of polysemic words. On the one hand, the contextual exploration of texts is based on a linguistic context made up of muted segments of sentences without grammatical analysis. In this paper, we attempt to justify this way of processing by describing the characteristics of the arguments of the parameters of the verb.