The incompleteness of semantic knowledge bases combined with the difficulty of relating wordings with conceptual representations is an obstacle to the realization of a deep analysis of sentences which would highlight the relations between concepts.
we considered that a lot of sentence characteristics such as the words used, their syntactic category help to detect the presence of a relation.