Ph.D. Brown University (Curriculum Vitae:  ). Natural language processing and machine learning: semantic classification,
acquisition of lexical information, word sense disambiguation, information extraction.
Learning in structured class spaces with ontologies and taxonomies.
Software:
Selected Publications:
- A. Gangemi, C. Catenacci, M. Ciaramita,and J. Lehmann. 2006.
Modelling Ontology Evaluation and Validation. To appear in Proceedings of ESWC2006, Springer.
- M Ciaramita, Y. Altun. 2006
Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence Tagger. To appear in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2006).
- M. Ciaramita, M. Baroni. 2006.
A Figure of Merit for the Evaluation of Web-Corpus Randomness.
To appear in Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2006).
- M.Ciaramita, Y. Altun. 2005.
Named-Entity Recognition in Novel Domains with External Lexical Knowledge.
In Workshop on Advances in Structured Learning for Text and Speech Processing (NIPS 2005).
- M. Ciaramita, M. Baroni. 2005.
Measuring Web-Corpus Randomness: A Progress Report.
In Marco Baroni and Silvia Bernardini (eds.) WaCky! Working Papers on the Web as Corpus. Bologna: Gedit.
- M. Ciaramita, S. Sloman, M. Johnson, E. Upfal. 2005.
Hierarchical Preferences in a Broad-Coverage Lexical
Taxonomy.
In Proceedings of the XXVII Annual Conference of the Cognitive Science Society
(CogSci 2005)
- M.Ciaramita, A.Gangemi, E.Ratsch, J.Saric and
I.Rojas. 2005. Unsupervised Learning of Semantic Relations between
Concepts of a Molecular Biology Ontology. In Proceedings of the 19th
International Joint Conference on Artificial Intelligence (IJCAI'05).
- M. Ciaramita. 2005. Broad-Coverage Hierarchical Word Sense Disambiguation. Ph.D. Thesis. Department of Cognitive and Linguistic Sciences, Brown University.
- M.Ciaramita and M.Johnson. 2004. Multi-Component Word Sense
Disambiguation. In Proceedings of the Third International
Workshop on the Evaluation of Systems for the Semantic Analysis of
Text (Senseval 3/ACL'04).
- T. Hofmann, L. Cai and M. Ciaramita. 2003. Learning with
Taxonomies: Classifying Documents and Words.
Workshop on Syntax. Semantics and Statistics (NIPS'03).
- M. Ciaramita and M. Johnson. 2003. Supersense Tagging
of Unknown Nouns in WordNet. In Proceedings of the 2003
Conference on Empirical Methods in Natural Language Processing
(EMNLP'03).
- M. Ciaramita, T. Hofmann and M. Johnson. 2003.
Hierarchical Semantic Classification: Word Sense
Disambiguation with World Knowledge. In Proceedings of the 18th
International Joint Conference on Artificial Intelligence (IJCAI'03).
- M. Ciaramita. 2002. Boosting Automatic Lexical
Acquisition with Morphological Information. In Proceedings of
the Workshop on Unsupervised Lexical Acquisition (SIGLEX/ACL'02).
- M. Ciaramita and M. Johnson. 2000. Explaining
Away Ambiguity: Learning Verb Selectional Preference with Bayesian
Networks. In Proceedings of the 18th International Conference on
Computational Linguistics (COLING'00). Extended version.
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