Fabrizio Morbini
I'm a researcher in artificial intelligence; I'm interested in efficient automated reasoning, knowledge representation, planning, natural language understanding and automatic knowledge extraction.
Currently, i'm mostly working in dialogue management and natural language understanding. I'm in particular interested in generation of logic form from text and tools to support building logic based NLU modules so that they can be as easy to create and use as commonly used classifier based NLU systems.
I was also involved with the Metaphor program at ISI focusing on software development for knowledge engineering and natural language processing.
In the past I've worked on the DISCOPLAN system and on EPILOG. I've worked also on machine learning and information extraction in medical domains and on in car dialogue systems mostly during a couple of internships at Bosch Research and Technology Center.
Projects
Software
Publications
-
Full TextA mixed-initiative conversational dialogue system for healthcare. In: Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue. Seoul, South Korea: Association for Computational Linguistics; 2012. p. 137-9. (SIGDIAL '12).
-
A reranking approach for recognition and classification of speech input in conversational dialogue systems. In: Spoken Language Technology Workshop (SLT), 2012 IEEE.; 2012. p. 49-54.
-
Full TextFLoReS: A Forward Looking, Reward Seeking, Dialogue Manager. In: 4th International Workshop on Spoken Dialog Systems. Paris, France: Springer New York; 2012. Abstract
-
Full TextJoint Identification and Segmentation of Domain-Specific Dialogue Acts for Conversational Dialogue Systems. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Techologies. Portland, Oregon, USA: Association for Computational Linguistics; 2011. p. 95-100.
- Full Text
-
Full TextInteractive characters for cultural training of small military units. Reykjavík, Iceland; 2011. Abstract