Automatic identification of semantic relations in Italian complex nominals
Fabio Celli, Malvina Nissim and Sara Perboni
Eighth International Conference on Computational Semantics (IWCS-8 2009)
Tilburg University, Netherlands, January 7-9, 2009
This paper addresses the problem of the identification of the semantic relations underlying Italian complex nominals of the type N+P+N. In particular we exploit the fact that the semantic relation, which is ambiguous in the majority of cases, is partially made explicit by the preposition. We present a theoretically grounded annotation framework which we use to annotate 1700 Italian NPN complex nominals with five different semantic relations, obtaining a kappa for the inter-annotator agreement of .695. Exploiting this data, we build a supervised model which determines the semantics of the CN automatically by using both string as well as supersense features. For obtaining supersenses, we experiment with a sequential tagger as well as with a plain lookup in MultiWordNet, and show that using information obtained from the former yields better results.
Conference Manager (V2.56.8 - Rev. 414)