Giuseppe Attanasio

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Speech Recognition

Recommender Systems

Top Venues

Publications

Giuseppe Attanasio, Beatrice Savoldi, Dennis Fucci, Dirk Hovy
Multilingual Speech Models for Automatic Speech Recognition Exhibit Gender Performance Gaps. CoRR (2024)
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis
Prioritizing Data Acquisition for end-to-end Speech Model Improvement. ICASSP (2024)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
Author Correction: A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 6 (3) (2024)
Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy
Classist Tools: Social Class Correlates with Performance in NLP. ACL (1) (2024)
Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy
Classist Tools: Social Class Correlates with Performance in NLP. CoRR (2024)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. EACL (1) (2024)
Manuel Lardelli, Giuseppe Attanasio, Anne Lauscher
Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German. ACL (Findings) (2024)
Paul Röttger, Hannah Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models. NAACL-HLT (2024)
Manuel Lardelli, Giuseppe Attanasio, Anne Lauscher
Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German. CoRR (2024)
Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio, Paul Röttger, Dan Jurafsky, Tatsunori Hashimoto, James Zou
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions. ICLR (2024)
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
Towards Comprehensive Subgroup Performance Analysis in Speech Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza, Anne Lauscher
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. CoRR (2023)
Giuseppe Attanasio, Flor Miriam Plaza del Arco, Debora Nozza, Anne Lauscher
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation. EMNLP (2023)
Patrick John Chia, Giuseppe Attanasio, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems. CoRR (2023)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri
Contrastive Language-Image Pre-training for the Italian Language. CLiC-it (2023)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. CoRR (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. CoRR (2023)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 5 (2) (2023)
Debora Nozza, Giuseppe Attanasio
Is It Really That Simple? Prompting Large Language Models for Automatic Text Simplification in Italian. CLiC-it (2023)
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
ITALIC: An Italian Intent Classification Dataset. INTERSPEECH (2023)
Helena Bonaldi, Giuseppe Attanasio, Debora Nozza, Marco Guerini
Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization. CoRR (2023)
Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio, Paul Röttger, Dan Jurafsky, Tatsunori Hashimoto, James Zou
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions. CoRR (2023)
Amanda Cercas Curry, Giuseppe Attanasio, Debora Nozza, Dirk Hovy
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection. SemEval@ACL (2023)
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
Exploring Subgroup Performance in End-to-End Speech Models. ICASSP (2023)
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
ferret: a Framework for Benchmarking Explainers on Transformers. EACL (System Demonstrations) (2023)
Paul Röttger, Hannah Rose Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models. CoRR (2023)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities. SemEval@NAACL (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a Rounded Evaluation of Recommender Systems. CoRR (2022)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training. CoRR (2022)
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
ferret: a Framework for Benchmarking Explainers on Transformers. CoRR (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. ACL (Findings) (2022)
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue
FashionCLIP: Connecting Language and Images for Product Representations. CoRR (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a rounded evaluation of recommender systems. CIKM Workshops (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. CoRR (2022)
Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus
E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData (2021)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
Contrastive Language-Image Pre-training for the Italian Language. CoRR (2021)
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC (2020)
Giuseppe Attanasio, Luca Cagliero, Elena Baralis
Leveraging the explainability of associative classifiers to support quantitative stock trading. DSMM@SIGMOD (2020)
Giuseppe Attanasio, Eliana Pastor
PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets. EVALITA (2020)
Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis
Training ensembles of faceted classification models for quantitative stock trading. Computing 102 (5) (2020)
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. ICDM Workshops (2019)
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
Quantitative cryptocurrency trading: exploring the use of machine learning techniques. DSMM@SIGMOD (2019)
Giuseppe Attanasio, Alberto Cannavò, Francesca Cibrario, Fabrizio Lamberti, Paolo Montuschi, Gianluca Paravati
HOT: Hold your own tools for AR-based constructive art. 3DUI (2017)