Andrea Esuli


2004

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Using Clustering and Blade Clusters in the Terabyte Task
Giuseppe Attardi | Andrea Esuli | Chirag Patel
Proceedings of the Thirteenth Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November 16-19, 2004

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Best bets: thousands of queries in search of a client
Giuseppe Attardi | Andrea Esuli | Maria Simi
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

2005

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Determining the semantic orientation of terms through gloss classification
Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

2006

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MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
String Processing and Information Retrieval, 13th International Conference, SPIRE 2006, Glasgow, UK, October 11-13, 2006, Proceedings

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TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
String Processing and Information Retrieval, 13th International Conference, SPIRE 2006, Glasgow, UK, October 11-13, 2006, Proceedings

2008

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Boosting multi-label hierarchical text categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
2008 Volume 11 Issue 4

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Automatic generation of lexical resources for opinion mining: models, algorithms and applications
Andrea Esuli
2008 Volume 42 Issue 2

2009

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Active Learning Strategies for Multi-Label Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Multi-facet Rating of Product Reviews
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Encoding Ordinal Features into Binary Features for Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Training Data Cleaning for Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval Theory, Second International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10-12, 2009, Proceedings

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PP-Index: Using Permutation Prefixes for Efficient and Scalable Approximate Similarity Search
Andrea Esuli
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, co-located with ACM SIGIR 2009, LSDS-IR@SIGIR 2009, Boston, USA, July 23, 2009

2010

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Evaluating Information Extraction
Andrea Esuli | Fabrizio Sebastiani
Multilingual and Multimodal Information Access Evaluation, International Conference of the Cross-Language Evaluation Forum, CLEF 2010, Padua, Italy, September 20-23, 2010. Proceedings

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Selecting Features for Ordinal Text Classification
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
IIR 2010 - Proceedings of the First Italian Information Retrieval Workshop, Padua, Italy, January 27-28, 2010

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Sentence-Based Active Learning Strategies for Information Extraction
Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
IIR 2010 - Proceedings of the First Italian Information Retrieval Workshop, Padua, Italy, January 27-28, 2010

2011

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ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

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Blog Distillation via Sentiment-Sensitive Link Analysis
Giacomo Berardi | Andrea Esuli | Fabrizio Sebastiani | Fabrizio Silvestri
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, Milan, Italy, January 27-28, 2011

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Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, Milan, Italy, January 27-28, 2011

2012

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A utility-theoretic ranking method for semi-automated text classification
Giacomo Berardi | Andrea Esuli | Fabrizio Sebastiani
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani
Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012

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Use of permutation prefixes for efficient and scalable approximate similarity search
Andrea Esuli
2012 Volume 48 Issue 5

2013

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Improving Text Classification Accuracy by Training Label Cleaning
Andrea Esuli | Fabrizio Sebastiani
2013 Volume 31 Issue 4

2014

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Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining
Diego Marcheggiani | Oscar Täckström | Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2015

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Semi-Automated Text Classification for Sensitivity Identification
Giacomo Berardi | Andrea Esuli | Craig Macdonald | Iadh Ounis | Fabrizio Sebastiani
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Distributional Correspondence Indexing for Cross-Language Text Categorization
Andrea Esuli | Alejandro Moreo Fernández
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

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ProcessFast, a Java Framework for Development of Concurrent and Distributed Applications
Andrea Esuli | Tiziano Fagni
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

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Word Embeddings Go to Italy: A Comparison of Models and Training Datasets
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

2016

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Distributional Random Oversampling for Imbalanced Text Classification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification
Alejandro Moreo Fernández | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016

2018

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A Recurrent Neural Network for Sentiment Quantification
Andrea Esuli | Alejandro Moreo Fernández | Fabrizio Sebastiani
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Picture it in your mind: generating high level visual representations from textual descriptions
Fabio Carrara | Andrea Esuli | Tiziano Fagni | Fabrizio Falchi | Alejandro Moreo Fernández
2018 Volume 21 Issue 2-3

2019

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani
2019 Volume 37 Issue 3

2021

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QuaPy: A Python-Based Framework for Quantification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021

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QuaPy: A Publicly Available Python-Based Software Library for Quantification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021

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A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment
Andrea Esuli | Alessio Molinari | Fabrizio Sebastiani
2021 Volume 39 Issue 2