Publications

Roberto Basili and Alessandro Moschitti, Automatic Text Categorization: from Information Retrieval to Support Vector Learning. Aracne editrice, Rome, Italy.

Roberto Basili and Alessandro Moschitti, Learning Structured Information in Natural Language Applications, proceedings of the workshop held with the eleventh International Conference on European Association for Computational Linguistics, Trento, Italia, 2006.

Alessandro Moschitti, Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees. In Proceedings of the 17th European Conference on Machine Learning, Berlin, Germany, 2006.

Alessandro Moschitti, Daniele Pighin, and Roberto Basili, Tree Kernel Engineering for Proposition Re-ranking, In Proceedings of Mining and Learning with Graphs (MLG 2006), Workshop held with ECML/PKDD 2006, Berlin, Germany, 2006.

Elisa Cilia, Alessandro Moschitti, Sergio Ammendola, and Roberto Basili, Structured Kernels for Automatic Detection of Protein Active Sites. In Proceedings of Mining and Learning with Graphs (MLG 2006), Workshop held with ECML/PKDD 2006, Berlin, Germany, 2006.

Fabio Massimo Zanzotto and Alessandro Moschitti, Automatic learning of textual entailments with cross-pair similarities. In Proceedings of the Joint 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL), Sydney, Australia, 2006.

Alessandro Moschitti, Making tree kernels practical for natural language learning. In Proceedings of the Eleventh International Conference on European Association for Computational Linguistics, Trento, Italy, 2006.

Alessandro Moschitti, Daniele Pighin and Roberto Basili. Semantic Role Labeling via Tree Kernel joint inference. In Proceedings of the 10th Conference on Computational Natural Language Learning, New York, USA, 2006.

Alessandro Moschitti, Bonaventura Coppola, Daniele Pighin and Roberto Basili, Semantic Tree Kernels to classify Predicate Argument Structures. In Proceedings of the the 17th European Conference on Artificial Intelligence, Riva del Garda, Italy, 2006.

Alessandro Moschitti and Roberto Basili, A Tree Kernel approach to Question and Answer Classification in Question Answering Systems. In Proceedings of the Conference on Language Resources and Evaluation, Genova, Italy, 2006.

Fabio Massimo Zanzotto, Alessandro Moschitti, Marco Pennacchiotti and Maria Teresa Pazienza, Learning textual entailment from examples. In Proceedings of the Second Recognising Textual Entailment Challenge, Venezia, Italy, 2006

Alessandro Moschitti, Daniele Pighin and Roberto Basili, Tree Kernel Engineering in Semantic Role Labeling Systems. In Proceedings of the Workshop on Learning Structured Information for Natural Language Applications, Eleventh International Conference on European Association for Computational Linguistics, Trento, Italy, 2006.

Alessandro Moschitti, A study on Convolution Kernel for Shallow Semantic Parsing. In proceedings of the 42-th Conference on Association for Computational Linguistic (ACL-2004), Barcelona, Spain, 2004.

Alessandro Moschitti and Cosmin Adrian Bejan, A Semantic Kernel for Predicate Argument Classification. In proceedings of the Eighth Conference on Computational Natural Language Learning (CoNLL-2004), Boston, MA, USA, 2004.

Roberto Basili, Marco Cammisa and Alessandro Moschitti, Effective use of wordnet semantics via kernel-based learning. In Proceedings of the 9th Conference on Computational Natural Language Learning (CoNLL 2005), Ann Arbor(MI), USA, 2005

Alessandro Moschitti, Ana-Maria Giuglea, Bonaventura Coppola and Roberto Basili. Hierarchical Semantic Role Labeling. In Proceedings of the 9th Conference on Computational Natural Language Learning (CoNLL 2005 shared task), Ann Arbor(MI), USA, 2005.

Alessandro Moschitti, Bonaventura Coppola, Daniele Pighin and Roberto Basili. Engineering of Syntactic Features for Shallow Semantic Parsing. In Proceedings of the ACL05 Workshop on Feature Engineering for Machine Learning in Natural Language Processing, Ann Arbor (MI), USA, 2005.

Alessandro Moschitti and Roberto Basili. Verb subcategorization kernels for automatic semantic labeling. In Proceedings of the ACL05 Workshop on Deep Lexical Acquisition, Ann Arbor (MI), USA, 2005.

Roberto Basili, Marco Cammisa and Alessandro Moschitti, A Semantic Kernel to exploit Linguistic Knowledge. In proceedings of the 9th Conference of the Italian Association for Artificial Intelligence (AI*IA 2005), Milan 2005, Lecture notes in Computer Science - Springer Verlag.