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Roberto Pecoraro, Valerio Basile and Viviana Bono
Since the Transformer architecture was introduced in 2017, there has been many attempts to bring the self-attention paradigm in the field of computer vision. In this paper, we propose LHC: Local multi-Head Channel self-attention, a novel self-attention m...
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Andrea Rondinelli, Lorenzo Bongiovanni and Valerio Basile
Topic classification is the task of mapping text onto a set of meaningful labels known beforehand. This scenario is very common both in academia and industry whenever there is the need of categorizing a big corpus of documents according to set custom lab...
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Alessandro Mazzei, Mattia Cerrato, Roberto Esposito and Valerio Basile
In natural language generation, word ordering is the task of putting the words composing the output surface form in the correct grammatical order. In this paper, we propose to apply general learning-to-rank algorithms to the task of word ordering in the ...
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Valerio Basile, Francesco Cauteruccio and Giorgio Terracina
The COVID-19 outbreak impacted almost all the aspects of ordinary life. In this context, social networks quickly started playing the role of a sounding board for the content produced by people. Studying how dramatic events affect the way people interact ...
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Pietro Valerio Foti, Corrado Inì, Mario Travali, Renato Farina, Stefano Palmucci, Corrado Spatola, Rocco Luca Emanuele Liardo, Roberto Milazzotto, Luigi Raffaele, Vincenzo Salamone, Rosario Caltabiano, Giuseppe Broggi, Lidia Puzzo, Andrea Russo, Michele Reibaldi, Antonio Longo, Paolo Vigneri, Massimo Venturini and Antonio Basile
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Corrado Spatola, Rocco Luca Emanuele Liardo, Roberto Milazzotto, Luigi Raffaele, Vincenzo Salamone, Antonio Basile, Pietro Valerio Foti, Stefano Palmucci, Giuseppe Antonio Pablo Cirrone, Giacomo Cuttone, Andrea Russo, Teresio Avitabile, Michele Reibaldi, Antonio Longo, Giuseppe Broggi, Vincenza Bonfiglio, Rosario Caltabiano, Stefano Pergolizzi and Floriana Arena
Conjunctival melanoma is a rare neoplasia, whose therapeutic management is generally of ophthalmological relevance, through radical surgical resection. The high incidence of local relapses after surgery, has made it necessary to combine various types of ...
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