Publications
Published by esuli on Friday, October 10, 2008
2010
Andrea Esuli, Diego Marcheggiani and Fabrizio Sebastiani
Extracting Information from Free-text Mammography Reports
ERCIM news , 82 - R&D and Technology Transfer, pages 80-81.
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Andrea Esuli and Fabrizio Sebastiani
Evaluating information extraction
Proceedings of the Conference on Multilingual and Multimodal Information Access Evaluation (CLEF’10), Padova, IT, 2010.
Lecture Notes in Computer Science 6360, pages 100-111, Springer Verlag, Heidelberg, DE.
Andrea Esuli and Fabrizio Sebastiani
Machines that Learn how to Code Open-Ended Survey Data
International Journal of Market Research, 2010.
Andrea Esuli, Diego Marcheggiani and Fabrizio Sebastiani
ISTI@SemEval-2 Task #8: Boosting-Based Multiway Relation Classification
Proceedings of the 5th International Workshop on Semantic Evaluation (SEMEVAL’10), Uppsala, SE, 2010.
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Andrea Esuli and Fabrizio Sebastiani
Sentiment Quantification
IEEE Intelligent Systems, 25(4), pages 72-75, 2010.
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Andrea Esuli
PP-Index: Using Permutation Prefixes for Efficient and Scalable Similarity Search (Extended Abstract)
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems (SEBD 2010), Rimini, IT, 2010, ISBN: 978-88-7488-369-1, pages 318-325.
Stefano Baccianella, Andrea Esuli and Fabrizio Sebastiani
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining
Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC’10), European Language Resources Association (ELRA), Valletta, Malta, 2010, ISBN: 2-9517408-6-7, pages 2200-2204.
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Andrea Esuli, Diego Marcheggiani and Fabrizio Sebastiani
Sentence-Based Active Learning Strategies for Information Extraction
Proceedings of the 1st Italian Information Retrieval Workshop, Padova, IT, 2010, pages 41-45.
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Stefano Baccianella, Andrea Esuli and Fabrizio Sebastiani
Selecting Features for Ordinal Text Classification
Proceedings of the 1st Italian Information Retrieval Workshop, Padova, IT, 2010, pages 13-14.
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Stefano Baccianella, Andrea Esuli and Fabrizio Sebastiani
Feature Selection for Ordinal Text Classification
Proceedings of the 25th Symposium On Applied Computing, ACM, Crans-Montana, Switzerland, 2010, pages 1750-1756.
2009
Andrea Esuli and Fabrizio Sebastiani
Enhancing Opinion Extraction by Automatically Annotated Lexical Resources
Proceedings of the 4th Language Technology Conference, Poznan, PL, 2009, pages 224-228.
Stefano Baccianella, Andrea Esuli and Fabrizio Sebastiani
Evaluation Measures for Ordinal Text Classification
Proceedings of the 9th IEEE International Conference on Intelligent Systems Design and Applications, Pisa, IT, 2009, ISBN: 978-076953872-3, pages 283-287.
Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego and Fausto Rabitti
Enabling Content-Based Image Retrieval in Very Large Digital Libraries
Proceeding of the Second Workshop on Very Large Digital Libraries, 2 October 2009, Corfu, Greece.
DELOS: an Association for Digital Libraries (Pisa, Italy), 2009, ISBN: 978-888850685-2, pages 43-50
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Andrea Esuli, Fabrizio Sebastiani
Training Data Cleaning for Text Classification
Proceedings of the 2nd International Conference on Theory of Information Retrieval,
Cambridge, UK, 2009, pages 29-41. Lecture Notes in Computer Science 5766, Springer Verlag, Heidelberg, DE.
Shlomo Argamon, Kenneth Bloom, Andrea Esuli and Fabrizio Sebastiani
Automatically Determining Attitude Type and Force for Sentiment Analysis (extended version)
Responding to Information Society Challenges: New Advances in Human Language Technologies, LNAI vol 5603, Springer Verlag, 2009, pages 218-231.
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Andrea Esuli
MiPai: using the PP-Index to build an efficient and scalable similarity search system
Proceedings of the 2nd International Workshop on Similarity Search and Applications (SISAP’09), Prague, CZ, 2009, pages 146-148.
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Andrea Esuli
PP-Index: Using Permutation Prefixes for Efficient and Scalable Approximate Similarity Search
7th Workshop on Large-Scale Distributed Systems for Information Retrieval (LSDS-IR’09),
Boston, USA, 2009, CEUR-WS.org/Vol-480, ISSN 1613-0073, pages 17-24.
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Slides from a May 2009 seminar
Paolo Bolettieri, Andrea Esuli, Fabrizio Falchi, Claudio Lucchese, Raffaele Perego, Tommaso Piccioli, Fausto Rabitti
CoPhIR: a Test Collection for Content-Based Image Retrieval
CoRR abs/0905.4627: (2009)
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Andrea Esuli, Fabrizio Sebastiani
Active Learning Strategies for Multi-Label Text Classification
Proceedings of the 31st European Conference on Information Retrieval (ECIR’09), Toulouse, FR, 2009, pages 102-113.
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Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
Multi-Facet Rating of Product Reviews
Proceedings of the 31st European Conference on Information Retrieval (ECIR’09), Toulouse, FR, 2009, pages 461-472.
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short version published in:
Multi-Faceted Rating of Product Reviews
ERCIM news , 77 - R&D and Technology Transfer, pages 60-61.
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Andrea Esuli, Fabrizio Sebastiani
Encoding Ordinal Features into Binary Features for Text Classification
Proceedings of the 31st European Conference on Information Retrieval (ECIR’09), Toulouse, FR, 2009, pages 771-775.
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2008
Andrea Esuli
Automatic Generation of Lexical Resources for Opinion Mining: Models, Algorithms and Applications
PhD in Information Engineering, PhD School “Leonardo da Vinci”, University of Pisa.
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Andrea Esuli, Fabrizio Sebastiani, and Ilaria C. Urciuoli
Annotating Expressions of Opinion and Emotion in the Italian Content Annotation Bank
Proceedings of the 6th Conference on Language Resources and Evaluation (LREC’08), Marrakech, MA, 2008.
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Andrea Esuli, Tiziano Fagni, and Fabrizio Sebastiani
Boosting Multi-label Hierarchical Text Categorization
Information Retrieval, 11(4):287-313, 2008.
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2007
Andrea Esuli and Fabrizio Sebastiani
Random-Walk Models of Term Semantics: An Application to Opinion-Related Properties
Proceedings of the 3rd Language and Technology Conference (LTC’07), Poznan, PL, pages 221-225.
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Shlomo Argamon, Kenneth Bloom, Andrea Esuli and Fabrizio Sebastiani
Automatically Determining Attitude Type and Force for Sentiment Analysis
Proceedings of the 3rd Language and Technology Conference (LTC’07), Poznan, PL, pages 369-373.
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Andrea Esuli and Fabrizio Sebastiani
PageRanking WordNet Synsets: An Application to Opinion Mining
Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL’07), Prague, CZ, pages 424-431.
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2006
Andrea Esuli, Tiziano Fagni, and Fabrizio Sebastiani
MP-Boost: A Multiple-Pivot Boosting Algorithm and its Application to Text Categorization
Proceedings of the 13th International Symposium on String Processing and Information Retrieval (SPIRE’06), Glasgow, UK, 2006, pages 1-12. Lecture Notes in Computer Science n. 4209, Springer Verlag.
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Andrea Esuli, Tiziano Fagni, and Fabrizio Sebastiani
TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization
Proceedings of the 13th International Symposium on String Processing and Information Retrieval (SPIRE’06), Glasgow, UK, 2006, pages 13-24. Lecture Notes in Computer Science n. 4209, Springer Verlag.
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Andrea Esuli and Fabrizio Sebastiani
SentiWordNet: A Publicly Available Lexical Resource for Opinion Mining
Proceedings of LREC-06, 5th Conference on Language Resources and Evaluation, Genova, IT, 2006, pages 417-422.
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Andrea Esuli and Fabrizio Sebastiani
Determining term subjectivity and term orientation for opinion mining
Proceedings of EACL-06, 11th Conference of the European Chapter of the Association for Computational Linguistics, Trento, IT, 2006, pages 193-200.
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2005
Andrea Esuli and Fabrizio Sebastiani
Determining the semantic orientation of terms through gloss classification
Proceedings of CIKM-05, 14th ACM International Conference on Information and Knowledge Management, Bremen, DE, pages 617-624.
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2004
Giuseppe Attardi, Andrea Esuli, Chirag Patel
Using PC cluster and clustering techniques to retrieve topic relevants documents
Proceedings of TREC-04, 13th Text REtrieval Conference, Gaithersburg, US.
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Giuseppe Attardi, Andrea Esuli, Lucian Hancu, Maria Simi
Participatory Search
Proceedings of ICWI-04, IADIS International Conference Web/Internet, Madrid, ES, pages 643-650.
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Giuseppe Attardi, Andrea Esuli, Maria Simi
Best Bets: Thousand of Queries in Search of a Client
Proceedings of WWW-04, 13th International World Wide Web Conference, New York, US, pages 422-423.
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2003
Andrea Esuli, Antonio Cisternino, Giuliano Pacini, Maria Simi
Multimodal presentation of dynamic objects scenarios on the Web
Proceedings of Web3D-03, 8th International Conference on 3D Web Technology, Saint Malo, FR, pages 147-153.
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2002
Andrea Esuli, Antonio Cisternino, Giuliano Pacini, Maria Simi
Adaptive real time comment generation for sail racing scenarios
Proceedins of AH-02, 2nd International Conference on Adaptive Hypermedia and Adaptive Web Based Systems, Malaga, ES, pages 392-396.
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