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Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching



Nicola Messina , Davide Alessandro Coccomini , Andrea Esuli , Fabrizio Falchi

* Accepted for publication at the Wiki-M3L workshop, co-located with ICLR 2022 

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[email protected]: Learning to Quantify



Andrea Esuli , Alejandro Moreo , Fabrizio Sebastiani


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Measuring Fairness under Unawareness via Quantification



Alessandro Fabris , Andrea Esuli , Alejandro Moreo , Fabrizio Sebastiani


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QuaPy: A Python-Based Framework for Quantification



Alejandro Moreo , Andrea Esuli , Fabrizio Sebastiani


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



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



Nicola Messina , Fabrizio Falchi , Andrea Esuli , Giuseppe Amato

* Submitted to ICPR 2020 

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Word-Class Embeddings for Multiclass Text Classification



Alejandro Moreo , Andrea Esuli , Fabrizio Sebastiani


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Cross-Lingual Sentiment Quantification



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



Andrea Esuli , Alejandro Moreo , Fabrizio Sebastiani

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

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