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Giuseppe Attanasio
Giuseppe Attanasio
Postdoctoral Researcher, Instituto de Telecomunicações
Verifisert e-postadresse på lx.it.pt - Startside
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Safety-tuned llamas: Lessons from improving the safety of large language models that follow instructions
F Bianchi, M Suzgun, G Attanasio, P Röttger, D Jurafsky, T Hashimoto, ...
ICLR 2024, 2023
1452023
XSTest: A test suite for identifying exaggerated safety behaviours in large language models
P Röttger, HR Kirk, B Vidgen, G Attanasio, F Bianchi, D Hovy
NAACL 2024, 2023
1432023
Entropy-based attention regularization frees unintended bias mitigation from lists
G Attanasio, D Nozza, D Hovy, E Baralis
ACL 2022 (Findings), 2022
632022
Contrastive language-image pre-training for the italian language
F Bianchi, G Attanasio, R Pisoni, S Terragni, G Sarti, D Balestri
CLiC-it 2023, 2021
412021
Contrastive language and vision learning of general fashion concepts
PJ Chia, G Attanasio, F Bianchi, S Terragni, AR Magalhães, D Goncalves, ...
Nature Scientific Reports 12 (1), 18958, 2022
392022
Combining news sentiment and technical analysis to predict stock trend reversal
G Attanasio, L Cagliero, P Garza, E Baralis
2019 International Conference on Data Mining Workshops (ICDMW), 514-521, 2019
252019
Quantitative cryptocurrency trading: exploring the use of machine learning techniques
G Attanasio, L Cagliero, P Garza, E Baralis
Proceedings of the 5th Workshop on Data Science for Macro-modeling with …, 2019
252019
CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian
G Attanasio, P Basile, F Borazio, D Croce, M Francis, J Gili, E Musacchio, ...
Proceedings of the 10th Italian Conference on Computational Linguistics …, 2024
222024
Benchmarking post-hoc interpretability approaches for transformer-based misogyny detection
G Attanasio, D Nozza, E Pastor, D Hovy
Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP, 2022
202022
Training ensembles of faceted classification models for quantitative stock trading
L Cagliero, P Garza, G Attanasio, E Baralis
Computing 102 (5), 1213-1225, 2020
182020
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation
G Attanasio, FM Plaza-del-Arco, D Nozza, A Lauscher
EMNLP 2023, 2023
172023
Exploring subgroup performance in end-to-end speech models
A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ...
ICASSP 2023. IEEE International Conference on Acoustics, Speech and Signal …, 2023
162023
Leveraging the momentum effect in machine learning-based cryptocurrency trading
GP Bellocca, G Attanasio, L Cagliero, J Fior
Machine Learning with Applications 8, 100310, 2022
152022
ITALIC: An Italian Intent Classification Dataset
A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ...
INTERSPEECH 2023, 2023
142023
HATE-ITA: Hate speech detection in Italian social media text
D Nozza, F Bianchi, G Attanasio
Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH), 252-260, 2022
132022
PoliTeam@ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets.
G Attanasio, E Pastor
EVALITA 2020, 2020
132020
Towards comprehensive subgroup performance analysis in speech models
A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 32, 1468-1480, 2024
112024
ferret: a Framework for Benchmarking Explainers on Transformers
G Attanasio, E Pastor, C Di Bonaventura, D Nozza
EACL 2023, System Demonstrations, 256--266, 2023
112023
MilaNLP at semeval-2022 task 5: Using perceiver IO for detecting misogynous memes with text and image modalities
G Attanasio, D Nozza, F Bianchi
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
112022
Leveraging the explainability of associative classifiers to support quantitative stock trading
G Attanasio, L Cagliero, E Baralis
Proceedings of the sixth international workshop on data science for macro …, 2020
112020
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Artikler 1–20