A Semantic Lexicon for Emotions and Feelings

In this paper, the FEELING system for extracting and building semantic representations of emotions, feelings and psychological states expressed in texts is presented, as well as the linguistic knowledge used by the system. Semantic representations are described by means of a set of feature structures. Letters to the Editor is taken as a domain for the evaluation of this work.