Search Results - "Cassotti, Pierluigi"

Analyzing Gaussian distribution of semantic shifts in Lexical Semantic Change Models by Cassotti, Pierluigi, Basile, Pierpaolo, de Gemmis, Marco, Semeraro, Giovanni

“…In recent years, there has been a significant increase in interest in lexical semantic change detection. Many are the existing approaches, data used, and…”
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Bi-directional LSTM-CNNs-CRF for Italian Sequence Labeling and Multi-Task Learning by Basile, Pierpaolo, Cassotti, Pierluigi, Siciliani, Lucia, Semeraro, Giovanni

“…In this paper, we propose a Deep Learning architecture for several Italian Natural Language Processing tasks based on a state of the art model that exploits…”
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Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types by Cassotti, Pierluigi, De Pascale, Stefano, Tahmasebi, Nina

“…There is abundant evidence of the fact that the way words change their meaning can be classified in different types of change, highlighting the relationship…”
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Further Topics Emerging at the Sixth Italian Conference on Computational Linguistics by Alzetta, Chiara, Basile, Pierpaolo, Basile, Valerio, Basili, Roberto, Bolioli, Andrea, Bosca, Alessio, Bosco, Cristina, Cafagna, Michele, Carbone, Ginevra, Cassotti, Pierluigi, Croce, Danilo, Dell’Orletta, Felice, de Gemmis, Marco, De Mattei, Lorenzo, Di Maro, Maria, Fell, Michael, Montemagni, Simonetta, Nissim, Malvina, Passaro, Lucia C, Patti, Viviana, Sarti, Gabriele, Semeraro, Giovanni, Varvara, Rossella, Venturi, Giulia

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Analyzing Semantic Change through Lexical Replacements by Periti, Francesco, Cassotti, Pierluigi, Dubossarsky, Haim, Tahmasebi, Nina

“…Modern language models are capable of contextualizing words based on their surrounding context. However, this capability is often compromised due to semantic…”
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Special Issue: Natural Language and Learning Machines by Attardi, Giuseppe, Basile, Pierpaolo, Basili, Roberto, Bonadiman, Daniele, Bondielli, Alessandro, Cassotti, Pierluigi, Lenci, Alessandro, Madotto, Andrea, Moschitti, Alessandro, Passaro, Lucia C, Roth, Dan, Semeraro, Giovanni, Siciliani, Lucia, Uva, Antonio

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GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering by Cassotti, Pierluigi, Caputo, Annalina, Polignano, Marco, Basile, Pierpaolo

“…This paper describes the system proposed for the SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. We focused our approach on the detection…”
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