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2 results on '"Letizia Granata"'

1. MultiLexBATS: Multilingual Dataset of Lexical Semantic Relations.

Author

Dagmar Gromann, Hugo Gonçalo Oliveira, Lucia Pitarch, Elena Simona Apostol, Jordi Bernad, Eliot Bytyçi, Chiara Cantone, Sara Carvalho, Francesca Frontini, Radovan Garabík, Jorge Gracia, Letizia Granata, Anas Fahad Khan, Timotej Knez, Penny Labropoulou, Chaya Liebeskind, Maria Pia di Buono, Ana Ostroski Anic, Sigita Rackeviciene, Ricardo Rodrigues 0001, Gilles Sérasset, Linas Selmistraitis, Mahammadou Sidibé, Purificação Silvano, Blerina Spahiu, Enriketa Sogutlu, Ranka Stankovic, Ciprian-Octavian Truica, Giedre Valunaite Oleskeviciene, Slavko Zitnik, and Katerina Zdravkova

Published
2024

2. MultiLexBATS: Multilingual Dataset of Lexical Semantic Relations

Author

Calzolari, N, Kan, MY, Hoste, V Lenci, A Sakti, S, Xue, N, Gromann, D, Goncalo Oliveira, H, Pitarch, L, Apostol, E, Bernad, J, Bytyçi, E, Cantone, C, Carvalho, S, Frontini, F, Garabik, R, Gracia, J, Granata, L, Khan, F, Knez, T, Labropoulou, P, Liebeskind, C, Pia di Buono, M, Ostroški Anić, A, Rackevičienė, S, Rodrigues, R, Sérasset, G, Selmistraitis, L, Sidibé, M, Silvano, P, Spahiu, B, Sogutlu, E, Stanković, R, Truică, C, Valūnaitė Oleškevičienė, G, Zitnik, S, Zdravkova, K, Dagmar Gromann, Hugo Goncalo Oliveira, Lucia Pitarch, Elena-Simona Apostol, Jordi Bernad, Eliot Bytyçi, Chiara Cantone, Sara Carvalho, Francesca Frontini, Radovan Garabik, Jorge Gracia, Letizia Granata, Fahad Khan, Timotej Knez, Penny Labropoulou, Chaya Liebeskind, Maria Pia di Buono, Ana Ostroški Anić, Sigita Rackevičienė, Ricardo Rodrigues, Gilles Sérasset, Linas Selmistraitis, Mahammadou Sidibé, Purificação Silvano, Blerina Spahiu, Enriketa Sogutlu, Ranka Stanković, Ciprian-Octavian Truică, Giedrė Valūnaitė Oleškevičienė, Slavko Zitnik, Katerina Zdravkova, Calzolari, N, Kan, MY, Hoste, V Lenci, A Sakti, S, Xue, N, Gromann, D, Goncalo Oliveira, H, Pitarch, L, Apostol, E, Bernad, J, Bytyçi, E, Cantone, C, Carvalho, S, Frontini, F, Garabik, R, Gracia, J, Granata, L, Khan, F, Knez, T, Labropoulou, P, Liebeskind, C, Pia di Buono, M, Ostroški Anić, A, Rackevičienė, S, Rodrigues, R, Sérasset, G, Selmistraitis, L, Sidibé, M, Silvano, P, Spahiu, B, Sogutlu, E, Stanković, R, Truică, C, Valūnaitė Oleškevičienė, G, Zitnik, S, Zdravkova, K, Dagmar Gromann, Hugo Goncalo Oliveira, Lucia Pitarch, Elena-Simona Apostol, Jordi Bernad, Eliot Bytyçi, Chiara Cantone, Sara Carvalho, Francesca Frontini, Radovan Garabik, Jorge Gracia, Letizia Granata, Fahad Khan, Timotej Knez, Penny Labropoulou, Chaya Liebeskind, Maria Pia di Buono, Ana Ostroški Anić, Sigita Rackevičienė, Ricardo Rodrigues, Gilles Sérasset, Linas Selmistraitis, Mahammadou Sidibé, Purificação Silvano, Blerina Spahiu, Enriketa Sogutlu, Ranka Stanković, Ciprian-Octavian Truică, Giedrė Valūnaitė Oleškevičienė, Slavko Zitnik, and Katerina Zdravkova

Abstract

Understanding the relation between the meanings of words is an important part of comprehending natural language. Prior work has either focused on analysing lexical semantic relations in word embeddings or probing pretrained language models (PLMs), with some exceptions. Given the rarity of highly multilingual benchmarks, it is unclear to what extent PLMs capture relational knowledge and are able to transfer it across languages. To start addressing this question, we propose MultiLexBATS, a multilingual parallel dataset of lexical semantic relations adapted from BATS in 15 languages including low-resource languages, such as Bambara, Lithuanian, and Albanian. As experiment on cross-lingual transfer of relational knowledge, we test the PLMs' ability to (1) capture analogies across languages, and (2) predict translation targets. We find considerable differences across relation types and languages with a clear preference for hypernymy and antonymy as well as romance languages.

Published
2024

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