• C. Delli Bovi, L. Telesca, R. Navigli. Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis. Transactions of the Association for Computational Linguistics (TACL), 3, pp. 529-543, 2015.

• C. Delli Bovi, L. Espinosa-Anke, R. Navigli. Knowledge Base Unification via Sense Embeddings and Disambiguation. Proc. of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), Lisbon, Portugal, 17-21 September 2015, pp. 726-736.

• M. T. Pilehvar and R. Navigli. From Senses to Texts: An All-in-one Graph-based Approach for Measuring Semantic Similarity. Artificial Intelligence, 228, pp. 95-128, Elsevier, 2015.

• D. Jurgens, M. T. Pilehvar, and R. Navigli. Cross Level Semantic Similarity: A Evaluation Framework for Universal Measures of Similarity. Language Resources and Evaluation, 43(2), Springer, 2015. DATA

• I. Iacobacci, M. T. Pilehvar and R. Navigli. SensEmbed: Learning Sense Embeddings for Word and Relational Similarity. Proc. of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China, 26-31 July 2015.

• J. Camacho-Collados, M. T. Pilehvar and R. Navigli . A Unified Multilingual Semantic Representation of Concepts. Proc. of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China, 26-31 July 2015.

• J. Camacho-Collados, M. T. Pilehvar and R. Navigli . A Framework for the Construction of Monolingual and Cross-lingual Semantic Similarity Datasets. Proc. of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China, 26-31 July 2015.

• R. Usbeck, M. Röder, A. Ngonga Ngomo, C. Baron, A. Both, M. Brümmer, D. Ceccarelli, M. Cornolti, D. Cherix, B. Eickmann, P. Ferragina, C. Lemke, A. Moro, R. Navigli, F. Piccinno, G. Rizzo, H. Sack, R. Speck, R. Troncy, J. Waitelonis and L. Wesemann. GERBIL - General Entity Annotation Benchmark Framework. Proc. of the 24th International World Wide Web Conference (WWW 2015), Firenze, Italy, 18-22 May 2015, pp. 1133-1143.

• J. Camacho-Collados, M. T. Pilehvar and R. Navigli . NASARI: a Novel Approach to a Semantically-Aware Representation of Items. Proc. of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2015), Denver, Colorado (US), 31 May-5 June 2015, pp. 567-577.

• M. T. Pilehvar and R. Navigli . An Open-source Framework for Multi-level Semantic Similarity Measurement. Proc. of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations (NAACL 2015), Denver, Colorado (US), 31 May-5 June 2015, pp. 76-80. DATA

• A. Moro, R. Navigli. SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking. Proc. of the 9th International Workshop on Semantic Evaluation (SemEval), in the the 2015 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2015), Denver, Colorado, June 4-5th, 2015, pp. 288-297. DATA

• G. Bordea, P. Buitelaar, S. Faralli and R. Navigli . SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval). Proc. of the 9th International Workshop on Semantic Evaluation (SemEval), in the the 2015 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2015), Denver, Colorado, June 4-5th, 2015, pp. 902-910. DATA

• L. Matteis, A. Hogan, R. Navigli. Keyword-Based Navigation and Search over the Linked Data Web. Proc. of the Linked Data on the Web Workshop (LDOW 2015), in the the 24th International World Wide Web Conference (WWW 2015), Firenze, Italy, May 19, 2015, pp. 288-297.

• F. Scozzafava, A. Raganato, R. Navigli. Automatic Identification and Disambiguation of Concepts and Named Entities in the Multilingual Wikipedia. Proc. of the 14th Congress of the Italian Association for Artificial Intelligence (AI*IA 2015), Ferrara, Italy, September 23-25th, 2015.

• S. Necsulescu, S. Mendes, D. Jurgens, N. Bel and R. Navigli . Reading Between the Lines: Overcoming Data Sparsity for Accurate Classification of Lexical Relationships. Proc. of the 4th Joint Conference on Lexical and Computational Semantics (*SEM 2015), Denver, Colorado (US), 4-5 June 2015, pp. 182-192.

• R. Navigli. Ontologies. The Oxford Handbook of Computational Linguistics (2nd edition, R. Mitkov, Ed.), Oxford University Press, To appear.

• D. Jurgens, R. Navigli. It's All Fun and Games until Someone Annotates: Video Games with a Purpose for Linguistic Annotation. Transactions of the Association for Computational Linguistics (TACL), 2, pp. 449-464, 2014. DATA

• A. Moro, A. Raganato, R. Navigli. Entity Linking meets Word Sense Disambiguation: a Unified Approach. Transactions of the Association for Computational Linguistics (TACL), 2, pp. 231-244, 2014. DATA [Babelfy! State-of-the-art multilingual Word Sense Disambiguation and Entity Linking together!]

• M. T. Pilehvar and R. Navigli. A Large-scale Pseudoword-based Evaluation Framework for State-of-the-Art Word Sense Disambiguation. Computational Linguistics, 40(4), pp. 837-881, MIT Press, 2014. DATA

• A. Moro, F. Cecconi, R. Navigli. Multilingual Word Sense Disambiguation and Entity Linking for Everybody. Proc. of the 13th International Semantic Web Conference, Posters and Demonstrations (ISWC 2014), pp. 25-28, Riva del Garda, Italy, 19-23 October 2014.

• T. Flati, R. Navigli. The Wikipedia Bitaxonomy Explorer. Proc. of the 13th International Semantic Web Conference, Posters and Demonstrations (ISWC 2014), pp. 105-108, Riva del Garda, Italy, 19-23 October 2014.

• R. Navigli. (Digital) Goodies from the ERC Wishing Well: BabelNet, Babelfy, Video Games with a Purpose and the Wikipedia Bitaxonomy. Proc. of the 2nd International Workshop on NLP & DBpedia 2014, Riva del Garda, Italy, October 20, 2014.

• T. Flati, D. Vannella, T. Pasini, R. Navigli. Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project. Proc. of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, USA, June 22-27, 2014, pp. 945-955. DATA

• M. T. Pilehvar and R. Navigli. A Robust Approach to Aligning Heterogeneous Lexical Resources. Proc. of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, USA, June 22-27, 2014, pp. 468-478.

• D. Vannella, D. Jurgens, D. Scarfini, D. Toscani, R. Navigli. Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose. Proc. of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, USA, June 22-27, 2014, pp. 1294-1304. DATA

• D. Vannella, T. Flati, R. Navigli. WoSIT: A Word Sense Induction Toolkit for Search Result Clustering and Diversification. Proc. of the 52nd Annual Meeting of the Association for Computational Linguistics, System Demonstrations (ACL 2014), Baltimore, USA, June 22-27, 2014, pp. 67-72. DATA

• M. Ehrmann, F. Cecconi, D. Vannella, J. McCrae, P. Cimiano, R. Navigli. Representing Multilingual Data as Linked Data: the Case of BabelNet 2.0. Proc. of the 9th Language Resources and Evaluation Conference (LREC 2014), Reykjavik, Iceland, 26-31 May, 2014. DATA

• A. Moro, R. Navigli, F. M. Tucci, R. J. Passonneau. Annotating the MASC Corpus with BabelNet. Proc. of the 9th Language Resources and Evaluation Conference (LREC 2014), Reykjavik, Iceland, 26-31 May, 2014. DATA

• T. Flati, R. Navigli. Three birds (in the LLOD cloud) with one stone: BabelNet, Babelfy and the Wikipedia Bitaxonomy. Proc. of SEMANTiCS 2014, Leipzig, Germany, September 4-5, 2014, pp. 10-13. Best poster award!

• D. Jurgens, M. T. Pilehvar, R. Navigli. SemEval-2014 Task 3: Cross-Level Semantic Similarity. Proc. of the 8th International Workshop on Semantic Evaluation (SemEval), in the 25th International Conference on Computational Linguistics (COLING 2014), Dublin, Ireland, August 23-24th, 2014. DATA

• M. Franco-Salvador, P. Rosso, R. Navigli. A Knowledge-based Representation for Cross-Language Document Retrieval and Categorization. Proc. of 14th Conference of the European Association for Computational Linguistics (EACL 2014), Gothenburg, Sweden, April 26-30, 2014.

• S. Faralli and R. Navigli. Growing Multi-Domain Glossaries from a Few Seeds with Probabilistic Topic Models. Proc. of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), Seattle, USA, October 18-21, 2013, pp. 170-181. DATA

• A. Moro, H. Li, S. Krause, F. Xu, R. Navigli, H. Uszkoreit. Semantic Rule Filtering for Web-Scale Relation Extraction. Proc. of the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 21-25, 2013, pp. 347-362. DATA

• M. T. Pilehvar, D. Jurgens and R. Navigli. Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity. Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 4-9, 2013, pp. 1341-1351. Nominated for ACL 2013 best paper award!

• T. Flati and R. Navigli. SPred: Large-scale Harvesting of Semantic Predicates. Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 4-9, 2013, pp. 1222-1232. DATA

• F. De Benedictis, S. Faralli and R. Navigli. GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web. Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 4-9, 2013, pp. 528-538. DATA

• S. Faralli, R. Navigli. A Java Framework for Multilingual Definition and Hypernym Extraction. Proc. of the 51st Annual Meeting of the Association for Computational Linguistics, System Demonstrations (ACL 2013), Sofia, Bulgaria, August 4-9, 2013, pp. 103-108. DATA

• A. Moro, R. Navigli. Integrating Syntactic and Semantic Analysis into the Open Information Extraction Paradigm. Proc. of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August, 3-9th, 2013, pp. 2148-2154. DATA

• T. Flati, R. Navigli. The CQC Algorithm: Cycling in Graphs to Semantically Enrich and Enhance a Bilingual Dictionary: Extended abstract. Proc. of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August, 3-9th, 2013, pp. 3151-3155. DATA

• R. Navigli, D. Vannella. SemEval-2013 Task 11: Word Sense Induction & Disambiguation within an End-User Application. Proc. of 7th International Workshop on Semantic Evaluation (SemEval), in the Second Joint Conference on Lexical and Computational Semantics (*SEM 2013), Atlanta, USA, June 14-15th, 2013, pp. 193-201. DATA

• R. Navigli, D. A. Jurgens, D. Vannella. SemEval-2013 Task 12: Multilingual Word Sense Disambiguation. Proc. of 7th International Workshop on Semantic Evaluation (SemEval), in the Second Joint Conference on Lexical and Computational Semantics (*SEM 2013), Atlanta, USA, June 14-15th, 2013, pp. 222-231. DATA

• M. T. Pilehvar and R. Navigli. Paving the Way to a Large-scale Pseudosense-annotated Dataset. Proc. of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2013), Atlanta, USA, June 10-12, 2013, pp. 1100-1109. DATA

• R. Navigli. A Quick Tour of BabelNet 1.1. Proc. of the 14th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2013), Samos, Greece, March 24-30th, 2013, pp. 25-37.

• P. Velardi, S. Faralli, R. Navigli. OntoLearn Reloaded: A Graph-based Algorithm for Taxonomy Induction. Computational Linguistics, 39(3), MIT Press, 2013, pp. 665-707. DATA

• A. Di Marco, R. Navigli. Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction. Computational Linguistics, 39(3), MIT Press, 2013, pp. 709-754. DATA

• E. Hovy, R. Navigli and S. Ponzetto. Collaboratively built semi-structured content and Artificial Intelligence: the story so far. Artificial Intelligence, 194, pp. 2-27, Elsevier, 2013.

• B. Magnini, M. Baroni, M. Federico, R. Navigli. Recent Advancements in Human Language Technology in Italy. Intelligenza Artificiale, 7(2), pp. 91-100, IOS Press, 2013.

• R. Navigli. BabelNet and Friends: A manifesto for multilingual semantic processing. Intelligenza Artificiale, 7(2), pp. 165-181, IOS Press, 2013.

• R. Navigli, S. Ponzetto. An Overview of BabelNet and its API for Multilingual Language Processing. The People's Web Meets NLP: Collaboratively Constructed Language Resources (I. Gurevych and J. Kim, Eds.), Series Theory and Applications of Natural Language Processing, Springer, 2013, pp. 177-198.

• A. Moro and R. Navigli. WiSeNet: Building a Wikipedia-based Semantic Network with Ontologized Relations. Proc. of the 21th ACM Conference on Information and Knowledge Management (CIKM 2012), Maui Hawaii, October 29-November 2, 2012, pp. 1672-1676. DATA

• R. Navigli. BabelNet goes to the (Multilingual) Semantic Web. Proc. of the 3rd Workshop on the Multilingual Semantic Web, Boston, USA, November 11th, 2012, pp. 1-10.

• S. Faralli and R. Navigli. A New Minimally-Supervised Framework for Domain Word Sense Disambiguation. Proc. of the 2012 Conference on Empirical Methods in Natural Language Processing (EMNLP 2012), Jeju, Korea, July 12-14, 2012, pp. 1411-1422. DATA

• R. Navigli and S. Ponzetto. Joining Forces Pays Off: Multilingual Joint Word Sense Disambiguation. Proc. of the 2012 Conference on Empirical Methods in Natural Language Processing (EMNLP 2012), Jeju, Korea, July 12-14, 2012, pp. 1399-1410. DATA

• R. Navigli and S. Ponzetto. BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness. Proc. of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Toronto, Canada, July 22-26, 2012, pp. 108-114. DATA

• R. Navigli and S. Ponzetto. BabelNet: The Automatic Construction, Evaluation and Application of a Wide-Coverage Multilingual Semantic Network. Artificial Intelligence, 193, Elsevier, 2012, pp. 217-250. DATA

• 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, 2012, pp. 135-171.

• R. Navigli and S. Ponzetto. Multilingual WSD with Just a Few Lines of Code: the BabelNet API. Proc. of the 50th Annual Meeting of the Association for Computational Linguistics, System Demonstrations (ACL 2012), Jeju, Korea, July 9-11, 2012, pp. 67-72. DATA

• R. Navigli and S. Ponzetto. BabelNetXplorer: A Platform for Multilingual Lexical Knowledge Base Access and Exploration. Proc. of the 21st International World Wide Web Conference, Comp. volume (WWW 2012), Lyon, France, April 16-20th, 2012, pp. 393-396. DATA

• R. Navigli. A Quick Tour of Word Sense Disambiguation, Induction and Related Approaches. Proc. of the 38th Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2012), Spindleruv Mlyn, Czech Republic, January 21-27th, 2012, pp. 115-129.

• P. Velardi, R. Navigli, S. Faralli and J. M. Ruiz-Martínez. A New Method for Evaluating Automatically Learned Terminological Taxonomies. Proceedings of the 8th Conference on International Language Resources and Evaluation (LREC 2012), Istanbul, Turkey, May 21-27, 2012.

• R. Navigli. Ontologies. The Oxford Handbook of Computational Linguistics (2nd edition, R. Mitkov, Ed.), Oxford University Press, To appear.

• 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. DATA

• 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.

• 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. VIDEO DATA