Davide Bernardi

Amazon, Amazon

Joined

January 2022

Names

Davide Bernardi (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Amazon

Amazon (amazon.com)

2021 – Present

General Electric

General Electric (ge.com)

2018 – 2021

MS student

Polytechnic Institute of Turin (polito.it)

2013 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MultiPICo: Multilingual Perspectivist Irony Corpus
Silvia Casola, Simona Frenda, Soda Marem Lo, Erhan Sezerer, Antonio Uva, Valerio Basile, Cristina Bosco, Alessandro Pedrani, Chiara Rubagotti, Viviana Patti, Davide Bernardi
- ACL (1) 2024
- Readers: Everyone
Regression-Free Model Updates for Spoken Language Understanding
Andrea Caciolai, Verena Weber, Tobias Falke, Alessandro Pedrani, Davide Bernardi
- ACL (industry) 2023
- Readers: Everyone
Supervised Clustering Loss for Clustering-Friendly Sentence Embeddings: an Application to Intent Clustering
Giorgio Barnabò, Antonio Uva, Sandro Pollastrini, Chiara Rubagotti, Davide Bernardi
- IJCNLP (Findings) 2023
- Readers: Everyone
A Survey on Knowledge Editing of Neural Networks
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
- CoRR 2023
- Readers: Everyone
EPIC: Multi-Perspective Annotation of a Corpus of Irony
Simona Frenda, Alessandro Pedrani, Valerio Basile, Soda Marem Lo, Alessandra Teresa Cignarella, Raffaella Panizzon, Cristina Marco, Bianca Scarlini, Viviana Patti, Cristina Bosco, Davide Bernardi
- Published: 01 Jan 2023, Last Modified: 02 Aug 2023
- ACL (1) 2023
- Readers: Everyone
Does Anyone see the Irony here? Analysis of Perspective-aware Model Predictions in Irony Detection
Simona Frenda, Soda Marem Lo, Silvia Casola, Bianca Scarlini, Cristina Marco, Valerio Basile, Davide Bernardi
- Published: 01 Jan 2023, Last Modified: 08 Jan 2024
- NLPerspectives@ECAI 2023
- Readers: Everyone
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses
Donato Crisostomi, Andrea Caciolai, Alessandro Pedrani, Kay Rottmann, Alessandro Manzotti, Enrico Palumbo, Davide Bernardi
- Published: 01 Jan 2023, Last Modified: 01 Feb 2024
- ACL (industry) 2023
- Readers: Everyone
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
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, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan et al. (21 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
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, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan et al. (21 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Fast Flux Service Network Detection via Data Mining on Passive DNS Traffic
Pierangelo Lombardo, Salvatore Saeli, Federica Bisio, Davide Bernardi, Danilo Massa
- ISC 2018
- Readers: Everyone

View all 12 publications

Co-Authors

View all 68 co-authors