Papers by Alessandro Cappelli
PAGnol: An Extra-Large French Generative Model (2022.lrec-1)
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Julien Launay, E.l. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
| Challenge: | a growing number of pre-trained language models are available in many different languages. |
| Approach: | They propose a French-language GPT model with scaling laws to train it efficiently . they evaluate the models on discriminative and generative tasks in French . |
| Outcome: | The proposed model trains with the same computational budget as CamemBERT, a model 13 times smaller. |
PISA: A measure of Preference In Selection of Arguments to model verb argument recoverability (2020.starsem-1)
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| Challenge: | a computational model of the semantic recoverability of verb arguments is tested on direct objects and Instruments. |
| Approach: | They propose a computational model of the semantic recoverability of verb arguments . they use a selectional preference model to compute selectional preferences of verbs . |
| Outcome: | The proposed model can predict the recoverability of objects and Instruments at a much cheaper computational cost. |