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Publications (by topic)
 By Date  By Kind  By Topic |
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| Word Sense Disambiguation |
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T. Flati, R. Navigli. The CQC Algorithm: Cycling in Graphs to Semantically Enrich and Enhance a Bilingual Dictionary.
Journal of Artificial Intelligence Research (JAIR), 43,
AAAI Press, pp. 135-171.
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R. Navigli, S. Faralli, A. Soroa, O. De Lacalle, E. Agirre. Two Birds with One Stone: Learning Semantic Models for Text Categorization and Word Sense Disambiguation.
Proc. of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011),
Glasgow, UK, October 24-28th, 2011, pp. 2317-2320.
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S. P. Ponzetto, R. Navigli. Knowledge-rich Word Sense Disambiguation Rivaling Supervised Systems.
Proc. of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010),
Uppsala, Sweden, July 11-16, 2010, pp. 1522-1531.
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R. Navigli, S. P. Ponzetto. BabelNet: Building a Very Large Multilingual Semantic Network.
Proc. of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010),
Uppsala, Sweden, July 11-16, 2010, pp. 216-225.
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S. P. Ponzetto, R. Navigli. Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia.
Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009),
Pasadena, California, July 14-17th, 2009, pp. 2083-2088.
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R. Navigli, M. Lapata. An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 32(4),
IEEE Press, 2010, pp. 678-692.
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R. Navigli. Using Cycles and Quasi-Cycles to Disambiguate Dictionary Glosses.
Proc. of 12th Conference of the European Association for Computational Linguistics (EACL 2009),
Athens, Greece, March 30-April 3rd, 2009, pp. 594-602.
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R. Navigli. Word Sense Disambiguation: a Survey.
ACM Computing Surveys, 41(2),
ACM Press, 2009, pp. 1-69.
[A complete State of the Art in Word Sense Disambiguation] |
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D. McCarthy, R. Navigli. The English Lexical Substitution Task.
Language Resources and Evaluation, 43(2),
Springer, 2009, pp. 139-159.
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R. Navigli. A Structural Approach to the Automatic Adjudication of Word Sense Disagreements.
Natural Language Engineering, 14(4),
Cambridge University Press, 2008, pp. 547-573.
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R. Navigli, K. Litkowski, O. Hargraves. SemEval-2007 Task 07: Coarse-Grained English All-Words Task.
Proc. of Semeval-2007 Workshop (SEMEVAL),
in the 45th Annual Meeting of the Association for Computational Linguistics (ACL 2007),
Prague, Czech Republic, June 23-24th, 2007, pp. 30-35.
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D. McCarthy, R. Navigli. SemEval-2007 Task 10: English Lexical Substitution Task.
Proc. of Semeval-2007 Workshop (SEMEVAL),
in the 45th Annual Meeting of the Association for Computational Linguistics (ACL 2007),
Prague, Czech Republic, June 23-24th, 2007, pp. 48-53.
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R. Navigli. Structural Semantic Interconnections: a Knowledge-Based WSD Algorithm, its Evaluation and Applications.
PhD Thesis,
University of Rome "La Sapienza", 2007 (winner of the AI*IA "Marco Cadoli" National Prize 2007 for the Best PhD Thesis in Artificial Intelligence).
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R. Navigli, M. Lapata. Graph Connectivity Measures for Unsupervised Word Sense Disambiguation.
Proc. of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007),
Hyderabad, India, January 6-12th, 2007, pp. 1683-1688.
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R. Navigli. Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation Performance.
Proc. of the 44th Annual Meeting of the Association for Computational Linguistics joint with the 21st International Conference on Computational Linguistics (COLING-ACL 2006),
Sydney, Australia, July 17-21st, 2006, pp. 105-112.
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S. Brody, R. Navigli, M. Lapata. Ensemble Methods for Unsupervised WSD.
Proc. of the 44th Annual Meeting of the Association for Computational Linguistics joint with the 21st International Conference on Computational Linguistics (COLING-ACL 2006),
Sydney, Australia, July 17-21st, 2006, pp. 97-104.
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R. Navigli. Reducing the Granularity of a Computational Lexicon via an Automatic Mapping to a Coarse-Grained Sense Inventory.
Proc. of 5th International Conference on Language Resources and Evaluation (LREC 2006),
Genova, Italy, May 24-26th, 2006, pp. 841-844.
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R. Navigli. Online Word Sense Disambiguation with Structural Semantic Interconnections.
Proc. of 11th Conference of the European Association for Computational Linguistics, comp. volume (EACL 2006),
Trento, Italy, April 3-7th, 2006, pp. 107-110.
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R. Navigli. Consistent Validation of Manual and Automatic Sense Annotations with the Aid of Semantic Graphs.
Computational Linguistics, 32(2),
MIT Press, 2006, pp. 273-281.
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R. Navigli, P. Velardi. Structural Semantic Interconnections: a Knowledge-Based Approach to Word Sense Disambiguation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 27(7),
July, 2005, pp. 1063-1074.
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R. Navigli, P. Velardi. Structural Semantic Interconnection: a Knowledge-Based Approach to Word Sense Disambiguation.
Proc. of SENSEVAL-3 Workshop (SENSEVAL),
in the 42th Annual Meeting of the Association for Computational Linguistics (ACL 2004),
Barcelona, Spain, July 25-26th, 2004, pp. 179-182.
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A. Gangemi, R. Navigli, P. Velardi. The OntoWordNet Project: Extension and Axiomatization of Conceptual Relations in WordNet.
Proc. of International Conference on Ontologies, Databases and Applications of SEmantics (ODBASE 2003),
Catania, Sicily (Italy), November 3-7th, 2003, LNCS no. 2888, Springer Berlin / Heidelberg, pp. 820-838.
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A. Gangemi, R. Navigli, P. Velardi. Axiomatizing WordNet Glosses in the OntoWordNet Project.
Workshop on Human Language Technology for the Semantic Web and Web Services,
in the 2nd International Semantic Web Conference (ISWC 2003),
Sanibel Island, Florida, USA, October 20-23rd, 2003.
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| Word Sense Induction |
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A. Di Marco and R. Navigli. Clustering Web Search Results with Maximum Spanning Trees.
Proc. of the 12th Congress of the Italian Association for Artificial Intelligence (AI*IA 2011),
Palermo, Italy, September 15-17th, 2011, pp. 201-212.
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R. Navigli, G. Crisafulli. Inducing Word Senses to Improve Web Search Result Clustering.
Proc. of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010),
MIT Stata Center, Massachusetts, USA, pp. 116-126.
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| Ontology Learning |
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R. Navigli, P. Velardi, S. Faralli. A Graph-based Algorithm for Inducing Lexical Taxonomies from Scratch.
Proc. of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011),
Barcelona, Spain, July 19-22nd, 2011, pp. 1872-1877.
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R. Navigli. Ontologies.
The Oxford Handbook of Computational Linguistics (2nd edition, R. Mitkov, Ed.),
Oxford University Press, To appear.
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S. P. Ponzetto, R. Navigli. Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia.
Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009),
Pasadena, California, July 14-17th, 2009, pp. 2083-2088.
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P. Velardi, R. Navigli, P. D'Amadio. Mining the Web to Create Specialized Glossaries.
IEEE Intelligent Systems, 23(5),
IEEE Press, 2008, pp. 18-25.
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R. Navigli, P. Velardi. From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions.
Ontology Learning and Population: Bridging the Gap between Text and Knowledge (P. Buitelaar and P. Cimiano, Eds.), Series information for Frontiers in Artificial Intelligence and Applications,
IOS Press, 2008, pp. 71-87.
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R. Navigli, P. Velardi. GlossExtractor: a Web Application to Automatically Create a Domain Glossary.
Proc. of the 10th Congress of the Italian Association for Artificial Intelligence (AI*IA 2007),
Rome, Italy, September 10-13th, 2007, pp. 339-349.
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P. Velardi, R. Navigli, M. Petit. Semantic Indexing of a Competence Map to support Scientific Collaboration in a Research Community.
Proc. of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007),
Hyderabad, India, January 6-12th, 2007, pp. 2897-2902.
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R. Navigli, P. Velardi. Ontology Enrichment Through Automatic Semantic Annotation of On-line Glossaries.
Proc. of the 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006),
Podebrady, Czech Republic, October 2-6th, 2006, LNAI no. 4248, Springer, pp. 126-140.
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R. Navigli, P. Velardi. Enriching a Formal Ontology with a Thesaurus: an Application in the Cultural Heritage Domain.
Proc. of 2nd Workshop on Ontology Learning and Population (OLP),
in the 44th Annual Meeting of the Association for Computational Linguistics joint with the 21st International Conference on Computational Linguistics (COLING-ACL 2006),
Sydney, Australia, July 22nd, 2006, pp. 1-9.
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P. Velardi, R. Navigli, A. Cucchiarelli, F. Neri. Evaluation of OntoLearn, a Methodology for Automatic Learning of Domain Ontologies.
Ontology Learning from Text: Methods, Evaluation and Applications (P. Buitelaar, P. Cimiano, and B. Magnini, Eds.), Series information for Frontiers in Artificial Intelligence and Applications,
IOS Press, 2005, pp. 92-106.
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R. Navigli, P. Velardi. Automatic Acquisition of a Thesaurus of Interoperability Terms.
Proc. of 16th IFAC World Congress (IFAC),
Prague, Czech Republic, July 4-8th, 2005.
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M. Missikoff, R. Navigli, P. Velardi. Web Ontology Learning and Engineering: an Integrated Approach.
Intelligent Technologies for Information Analysis (N. Zhong and J. Liu, Eds.),
Springer-Verlag, 2004, ISBN: 3-540-40677-8, pp. 223-242.
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R. Navigli. Ontology Learning from a Domain Web Corpus.
Web Mining: Applications and Techniques (A. Scime, Ed.),
Idea Press, August 2004, ISBN: 1-59140-414-2, pp. 69-98.
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R. Navigli, P. Velardi. A Knowledge-Based Approach to Ontology Learning and Semantic Annotation.
Proc. of INTEROP Workshop on Enterprise Modelling and Ontologies for Interoperability (EMOI),
in the 16th International Conference on Advanced Information Systems Engineering (CAiSE 2004),
Riga, Latvia, June 7-8th, 2004, pp. 189-203.
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R. Navigli, P. Velardi. Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites.
Computational Linguistics, 30(2),
MIT Press, 2004, pp. 151-179.
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R. Navigli, P. Velardi, A. Cucchiarelli, F. Neri. Extending and Enriching WordNet with OntoLearn.
Proc. of The Second Global Wordnet Conference 2004 (GWC 2004),
Brno, Czech Republic, January 20-23rd, 2004, pp. 279-284.
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R. Navigli, P. Velardi, A. Gangemi. Ontology Learning and Its Application to Automated Terminology Translation.
IEEE Intelligent Systems, 18(1),
January-February 2003, pp. 22-31.
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M. Missikoff, R. Navigli, P. Velardi. Integrated Approach to Web Ontology Learning and Engineering.
IEEE Computer, 35(11),
November 2002, pp. 60-63.
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R. Navigli. Extending, Reducing and Trimming General-Purpose Ontologies.
Proc. of 2nd IEEE International Conference on Systems, Man and Cybernetics (SMC 2002),
Tunisy, October 6-9th, 2002, pp. 631-635.
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R. Navigli, P. Velardi. Semantic Interpretation of Terminological Strings.
Proc. of 6th International Conference on Terminology and Knowledge Engineering (TKE 2002),
Vandoeuvre-lès-Nancy, France, August 28-30th 2002, pp. 95-100.
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M. Missikoff, R. Navigli, P. Velardi. The Usable Ontology: An Environment for Building and Assessing a Domain Ontology.
Proc. of 1st Int'l Semantic Web Conference (ISWC 2002),
2002, LNCS no. 2342, Springer-Verlag, Berlin, pp. 39-53.
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R. Navigli, P. Velardi. Automatic Adaptation of WordNet to Domains.
Proc. of 3rd International Conference on Language Resources and Evaluation (LREC 2002),
Las Palmas, Canary Island, Spain, May 29-31st, 2002, pp. 1023-1027.
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| Ontology Building |
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A. De Nicola, M. Missikoff, R. Navigli. A Software Engineering Approach to Ontology Building.
Information Systems, 34(2),
Elsevier, 2009, pp. 258-275.
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A. De Nicola, R. Navigli, M. Missikoff. Building an eProcurement Ontology with UPON methodology.
Proc. of 15th e-Challenges Conference,
Lijubiana, Slovenia, October 19-21st, 2005.
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A. De Nicola, M. Missikoff, R. Navigli. A proposal for a Unified Process for ONtology building: UPON.
Proc. of 16th International Conference on Database and Expert Systems Applications (DEXA),
Copenhagen, Denmark, August 22-26th, 2005, LNCS no. 3588, Springer Berlin, pp. 655-664.
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M. Missikoff, R. Navigli. Applying the Unified Process to Large-Scale Ontology Building.
Proc. of 16th IFAC World Congress (IFAC),
Prague, Czech Republic, July 4-8th, 2005.
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| Text Classification |
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R. Navigli, S. Faralli, A. Soroa, O. De Lacalle, E. Agirre. Two Birds with One Stone: Learning Semantic Models for Text Categorization and Word Sense Disambiguation.
Proc. of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011),
Glasgow, UK, October 24-28th, 2011, pp. 2317-2320.
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| Pattern Recognition |
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R. Navigli, P. Velardi. Learning Word-Class Lattices for Definition and Hypernym Extraction.
Proc. of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010),
Uppsala, Sweden, July 11-16, 2010, pp. 1318-1327.
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R. Navigli, M. Lapata. An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 32(4),
IEEE Press, 2010, pp. 678-692.
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R. Navigli, P. Velardi. Structural Semantic Interconnections: a Knowledge-Based Approach to Word Sense Disambiguation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 27(7),
July, 2005, pp. 1063-1074.
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| Analysis of Weblogs |
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B. Berendt, R. Navigli. Finding your way through blogspace: Using semantics for cross-domain blog analysis.
Proc. of AAAI Spring Symposium 2006 (AAAIS) on Computational Approaches to Analysing Weblogs (CAAW),
Stanford University, Palo Alto, California, March 27-29th, 2006, pp. 1-8.
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| Knowledge Acquisition and Validation |
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T. Flati, R. Navigli. The CQC Algorithm: Cycling in Graphs to Semantically Enrich and Enhance a Bilingual Dictionary.
Journal of Artificial Intelligence Research (JAIR), 43,
AAAI Press, pp. 135-171.
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S. P. Ponzetto, R. Navigli. Knowledge-rich Word Sense Disambiguation Rivaling Supervised Systems.
Proc. of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010),
Uppsala, Sweden, July 11-16, 2010, pp. 1522-1531.
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R. Navigli, S. P. Ponzetto. BabelNet: Building a Very Large Multilingual Semantic Network.
Proc. of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010),
Uppsala, Sweden, July 11-16, 2010, pp. 216-225.
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S. P. Ponzetto, R. Navigli. Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia.
Proc. of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009),
Pasadena, California, July 14-17th, 2009, pp. 2083-2088.
DATA
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R. Navigli, P. Velardi. GlossExtractor: a Web Application to Automatically Create a Domain Glossary.
Proc. of the 10th Congress of the Italian Association for Artificial Intelligence (AI*IA 2007),
Rome, Italy, September 10-13th, 2007, pp. 339-349.
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R. Navigli. Valido: a Visual Tool for Validating Sense Annotations.
Proc. of the 44th Annual Meeting of the Association for Computational Linguistics joint with the 21st International Conference on Computational Linguistics, comp. volume (COLING-ACL 2006),
Sydney, Australia, July 17-21st, 2006, pp. 13-16.
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R. Navigli. Experiments on the Validation of Sense Annotations Assisted by Lexical Chains.
Proc. of 11th Conference of the European Association for Computational Linguistics (EACL 2006),
Trento, Italy, April 3-7th, 2006, pp. 129-136.
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R. Navigli. Semi-Automatic Extension of Large-Scale Linguistic Knowledge Bases.
Proc. of 18th FLAIRS International Conference (FLAIRS),
Clearwater Beach, Florida, May 16-18th, 2005, pp. 548-553.
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R. Navigli. Supporting Large-Scale Knowledge Acquisition with Structural Semantic Interconnections.
Proc. of AAAI Spring Symposium 2005 (AAAIS) on Knowledge Collection from Volunteer Contributors (KCVC05),
Stanford University, Palo Alto, California, March 21-23rd, 2005, pp. 48-55.
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R. Navigli. Semantic Enrichment of Large-Scale Linguistic Resources.
Proc. of MEANING-05 Workshop (MEANING-05),
Trento, Italy, February 3-4th, 2005, pp. 13-18.
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| Ontology Evaluation |
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P. Velardi, R. Navigli, M. Petit. Semantic Indexing of a Competence Map to support Scientific Collaboration in a Research Community.
Proc. of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007),
Hyderabad, India, January 6-12th, 2007, pp. 2897-2902.
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P. Velardi, R. Navigli, A. Cucchiarelli, F. Neri. Evaluation of OntoLearn, a Methodology for Automatic Learning of Domain Ontologies.
Ontology Learning from Text: Methods, Evaluation and Applications (P. Buitelaar, P. Cimiano, and B. Magnini, Eds.), Series information for Frontiers in Artificial Intelligence and Applications,
IOS Press, 2005, pp. 92-106.
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R. Navigli, P. Velardi, A. Cucchiarelli, F. Neri. Quantitative and Qualitative Evaluation of the OntoLearn Ontology Learning System.
Proc. of 20th International Conference on Computational Linguistics (COLING 2004),
Geneva, Switzerland, August 23rd-27th, 2004, pp. 1043-1050.
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A. Cucchiarelli, R. Navigli, F. Neri, P. Velardi. Automatic Ontology Learning: Supporting a Per-Concept Evaluation by Domain Experts.
Proc. of Workshop on Ontology Learning and Population (OLP),
in the 16th European Conference on Artificial Intelligence (ECAI 2004),
Valencia, Spain, August 22-23rd, 2004, pp. 1-6.
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A. Cucchiarelli, R. Navigli, F. Neri, P. Velardi. Automatic Generation of Glosses in the OntoLearn System.
Proc. of 4th International Conference on Language Resources and Evaluation (LREC 2004),
Lisboa, Portugal, 26-28th May, 2004, pp. 1293-1296.
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| Ontology Applications |
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P. Velardi, R. Navigli, P. D'Amadio. Mining the Web to Create Specialized Glossaries.
IEEE Intelligent Systems, 23(5),
IEEE Press, 2008, pp. 18-25.
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L. Cinque, A. Malizia, R. Navigli. A Semantic-based System for Querying Personal Digital Libraries.
Proc. of IAPR Workshop on Document Analysis Systems (DAS 2004),
Florence, Italy, September 8-10th, 2004, pp. 39-46.
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L. Cinque, A. Malizia, R. Navigli. OntoDoc: an Ontology-based Query System for Digital Libraries.
Proc. of 17th International Conference on Pattern Recognition (ICPR 2004),
Cambridge, UK, August 23-26th, 2004, pp. 671-674.
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R. Navigli, P. Velardi. An Analysis of Ontology-based Query Expansion Strategies.
Proc. of Workshop on Adaptive Text Extraction and Mining (ATEM 2003),
in the 14th European Conference on Machine Learning (ECML 2003),
Cavtat-Dubrovnik, Croatia, September 22-26th, 2003, pp. 42-49.
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R. Navigli, P. Velardi, A. Gangemi. Ontology Learning and Its Application to Automated Terminology Translation.
IEEE Intelligent Systems, 18(1),
January-February 2003, pp. 22-31.
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| Datasets |
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R. Navigli, P. Velardi, J. M. Ruiz-Martínez. An Annotated Dataset for Extracting Definitions and Hypernyms from the Web.
Proceedings of the 7th conference on International Language Resources and Evaluation (LREC 2010),
Valletta, Malta, May 19-21, 2010, pp. 3716-3722.
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| Social Network Analysis |
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P. Velardi, R. Navigli, A. Cucchiarelli, F. D'Antonio. A New Content-Based Model for Social Network Analysis.
Proc. of 2nd IEEE International Conference on Semantic Computing (ICSC),
Santa Clara, CA, USA, August 4-7, 2008, pp. 18-25.
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P. Velardi, R. Navigli, A. Cucchiarelli, M. Curzi. Content-Based Social Network Analysis.
Proc. of 18th European Conference on Artificial Intelligence (ECAI),
Patras, Greece, July 21-25th, 2008, pp. 765-766.
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| Web Search Result Clustering |
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A. Di Marco and R. Navigli. Clustering Web Search Results with Maximum Spanning Trees.
Proc. of the 12th Congress of the Italian Association for Artificial Intelligence (AI*IA 2011),
Palermo, Italy, September 15-17th, 2011, pp. 201-212.
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R. Navigli, G. Crisafulli. Inducing Word Senses to Improve Web Search Result Clustering.
Proc. of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010),
MIT Stata Center, Massachusetts, USA, pp. 116-126.
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| Legenda: Journal article | Paper | Book chapter |
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Publications