Giuseppe Attanasio

According to our database, Giuseppe Attanasio authored at least 30 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Comprehensive Subgroup Performance Analysis in Speech Models.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Classist Tools: Social Class Correlates with Performance in NLP.

Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy

CoRR, 2024

Multilingual Speech Models for Automatic Speech Recognition Exhibit Gender Performance Gaps.

Giuseppe Attanasio, Beatrice Savoldi, Dennis Fucci, Dirk Hovy

CoRR, 2024

Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.

Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

A challenge for rounded evaluation of recommender systems.

Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia

Nat. Mac. Intell., February, 2023

Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions.

Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio, Paul Röttger, Dan Jurafsky, Tatsunori Hashimoto, James Zou

CoRR, 2023

Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization.

Helena Bonaldi, Giuseppe Attanasio, Debora Nozza, Marco Guerini

CoRR, 2023

XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models.

Paul Röttger, Hannah Rose Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy

CoRR, 2023

ITALIC: An Italian Intent Classification Dataset.

Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

CoRR, 2023

E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems.

Patrick John Chia, Giuseppe Attanasio, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain

CoRR, 2023

MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection.

Amanda Cercas Curry, Giuseppe Attanasio, Debora Nozza, Dirk Hovy

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Exploring Subgroup Performance in End-to-End Speech Models.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti

Proceedings of the IEEE International Conference on Acoustics, 2023

A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation.

Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza, Anne Lauscher

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ferret: a Framework for Benchmarking Explainers on Transformers.

Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Is It Really That Simple? Prompting Large Language Models for Automatic Text Simplification in Italian.

Debora Nozza, Giuseppe Attanasio

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

2022

Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training.

Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy

CoRR, 2022

FashionCLIP: Connecting Language and Images for Product Representations.

Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue

CoRR, 2022

MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities.

Giuseppe Attanasio, Debora Nozza, Federico Bianchi

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

EvalRS: a rounded evaluation of recommender systems.

Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists.

Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi

CoRR, 2021

E-MIMIC: Empowering Multilingual Inclusive Communication.

Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Training ensembles of faceted classification models for quantitative stock trading.

Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis

Computing, 2020

Leveraging the explainability of associative classifiers to support quantitative stock trading.

Giuseppe Attanasio, Luca Cagliero, Elena Baralis

Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, 2020

PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets.

Giuseppe Attanasio, Eliana Pastor

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

DSLE: A Smart Platform for Designing Data Science Competitions.

Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Quantitative cryptocurrency trading: exploring the use of machine learning techniques.

Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis

Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, 2019

Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal.

Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2017

HOT: Hold your own tools for AR-based constructive art.

Giuseppe Attanasio, Alberto Cannavò, Francesca Cibrario, Fabrizio Lamberti, Paolo Montuschi, Gianluca Paravati

Proceedings of the 2017 IEEE Symposium on 3D User Interfaces, 2017