Our customisable semantic analysis system implements a form of knowledge acquisition. It automatically extracts syntactic units from a text and semiautomatically assigns semantic information to pairs of units. The user can select the type of units of interest and the semantic relations to be used. The system examines parse trees to decide if there is interaction between concepts that underlie syntactic units. Memory-based learning tags new unit pairs with semantic labels from a user-defined set. 