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Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders


Aug 12, 2020
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet

* Submitted to ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 

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Transformer Reasoning Network for Image-Text Matching and Retrieval


Apr 20, 2020
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato

* Submitted to ICPR 2020 

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Word-Class Embeddings for Multiclass Text Classification


Nov 26, 2019
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani


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Cross-Lingual Sentiment Quantification


Apr 16, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani


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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification


Apr 16, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

* Forthcoming in the ACM Transactions on Information Systems, 2019 
* 28 pages, 4 figures 

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Building Automated Survey Coders via Interactive Machine Learning


Mar 28, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

* To appear in the International Journal of Market Research 

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Learning to Weight for Text Classification


Mar 28, 2019
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani

* To appear in IEEE Transactions on Knowledge and Data Engineering 

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification


Jan 31, 2019
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani

* 28 pages, 4 figures 

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Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments


Oct 19, 2018
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani


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A Recurrent Neural Network for Sentiment Quantification


Sep 04, 2018
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani

* Accepted for publication at CIKM 2018 

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JaTeCS an open-source JAva TExt Categorization System


Jun 21, 2017
Andrea Esuli, Tiziano Fagni, Alejandro Moreo Fernandez


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Exploring epoch-dependent stochastic residual networks


Apr 20, 2017
Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo Fernández

* Preliminary report 

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Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions


Jun 23, 2016
Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández

* Neu-IR '16 SIGIR Workshop on Neural Information Retrieval, July 21, 2016, Pisa, Italy 

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Optimizing Text Quantifiers for Multivariate Loss Functions


Apr 15, 2015
Andrea Esuli, Fabrizio Sebastiani

* In press in ACM Transactions on Knowledge Discovery from Data, 2015 

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Utility-Theoretic Ranking for Semi-Automated Text Classification


Mar 02, 2015
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani

* Forthcoming on ACM Transactions on Knowledge Discovery from Data 

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The User Feedback on SentiWordNet


Jun 06, 2013
Andrea Esuli


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