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Davide Bernardi
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2020 – today
- 2024
- [c9]Silvia Casola, Simona Frenda, Soda Marem Lo, Erhan Sezerer, Antonio Uva, Valerio Basile, Cristina Bosco, Alessandro Pedrani, Chiara Rubagotti, Viviana Patti, Davide Bernardi:
MultiPICo: Multilingual Perspectivist Irony Corpus. ACL (1) 2024: 16008-16021 - 2023
- [c8]Donato Crisostomi, Andrea Caciolai
, Alessandro Pedrani, Kay Rottmann, Alessandro Manzotti, Enrico Palumbo, Davide Bernardi:
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses. ACL (industry) 2023: 235-247 - [c7]Andrea Caciolai
Regression-Free Model Updates for Spoken Language Understanding. ACL (industry) 2023: 538-551 - [c6]Simona Frenda, Alessandro Pedrani, Valerio Basile, Soda Marem Lo, Alessandra Teresa Cignarella, Raffaella Panizzon, Cristina Marco, Bianca Scarlini, Viviana Patti, Cristina Bosco, Davide Bernardi:
EPIC: Multi-Perspective Annotation of a Corpus of Irony. ACL (1) 2023: 13844-13857 - [c5]Giorgio Barnabò, Antonio Uva, Sandro Pollastrini, Chiara Rubagotti, Davide Bernardi:
Supervised Clustering Loss for Clustering-Friendly Sentence Embeddings: an Application to Intent Clustering. IJCNLP (Findings) 2023: 412-430 - [c4]Simona Frenda, Soda Marem Lo, Silvia Casola, Bianca Scarlini, Cristina Marco, Valerio Basile, Davide Bernardi:
Does Anyone see the Irony here? Analysis of Perspective-aware Model Predictions in Irony Detection. NLPerspectives@ECAI 2023 - [e1]Gavin Abercrombie, Valerio Basile, Davide Bernardi, Shiran Dudy, Simona Frenda, Lucy Havens, Elisa Leonardelli, Sara Tonelli:
Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, September 30th, 2023. CEUR Workshop Proceedings 3494, CEUR-WS.org 2023 [contents] - [i3]Vittorio Mazzia
A Survey on Knowledge Editing of Neural Networks. CoRR abs/2310.19704 (2023) - 2022
- [c3]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [i2]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - 2021
- [j2]Davide Bernardi
A network model of the barrel cortex combined with a differentiator detector reproduces features of the behavioral response to single-neuron stimulation. PLoS Comput. Biol. 17(2) (2021)
2010 – 2019
- 2018
- [j1]Rodrigo Felipe De Oliveira Pena
Self-Consistent Scheme for Spike-Train Power Spectra in Heterogeneous Sparse Networks. Frontiers Comput. Neurosci. 12: 9 (2018) - [c2]Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa:
Fast Flux Service Network Detection via Data Mining on Passive DNS Traffic. ISC 2018: 463-480 - [i1]Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa:
Fast Flux Detection via Data Mining on Passive DNS Traffic. CoRR abs/1804.06316 (2018) - 2017
- [c1]Federica Bisio, Salvatore Saeli, Pierangelo Lombardo, Davide Bernardi, Alan Perotti
Real-time behavioral DGA detection through machine learning. ICCST 2017: 1-6
Coauthor Index
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