Publications

Vittorio Pipoli, Giuseppe Attanasio, Marta Lovino, Elisa Ficarra (2023). Squeeze and Learn: Compressing Long Sequences with Fourier Transformers for Gene Expression Prediction.

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Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti (2023). Exploring Subgroup Performance in End-to-End Speech Models.

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Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Goncalves, Ciro Greco, Jacopo Tagliabue (2022). Contrastive Language and Vision Learning of General Fashion Concepts. Nature Scientific Reports.

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Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy (2022). Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training.

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Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza (2022). ferret: a Framework for Benchmarking Explainers on Transformers.

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Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P Moreira, Patrick John Chia (2022). EvalRS: a Rounded Evaluation of Recommender Systems.

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Giuseppe Attanasio, Debora Nozza, Federico Bianchi (2022). MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities. SemEval-2022.

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Giuseppe Attanasio, Debora Nozza, Eliana Pastor, Dirk Hovy (2022). Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection. First Workshop on Efficient Benchmarking in NLP at ACL 2022.

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Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis (2022). Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. Findings of the Association for Computational Linguistics: ACL2022.

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G. Attanasio, S. Greco, M. La Quatra, L. Cagliero, M. Tonti, T. Cerquitelli, R. Raus (2021). E-MIMIC: Empowering Multilingual Inclusive Communication. Proceedings of the First International Workshop on Data science for equality, inclusion and well-being challenges.

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Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi (2021). Contrastive Language-Image Pre-training for the Italian Language. arXiv preprint arXiv:2108.08688.

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Giuseppe Attanasio, Eliana Pastor (2020). PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identificationin Italian Tweets. EVALITA Evaluation of NLP and Speech Tools for Italian - December 17th, 2020.

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Giuseppe Attanasio, Luca Cagliero, Elena Baralis (2020). Leveraging the explainability of associative classifiers to support quantitative stock trading. Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling.

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G. Attanasio, F. Giobergia, A. Pasini, F. Ventura, E. Baralis, L. Cagliero, P. Garza, D. Apiletti, T. Cerquitelli, S. Chiusano (2020). DSLE: A Smart Platform for Designing Data Science Competitions. 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC).

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Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis (2020). Training ensembles of faceted classification models for quantitative stock trading. Computing.

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G. Attanasio, L. Cagliero, P. Garza, E. Baralis (2019). Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. 2019 International Conference on Data Mining Workshops (ICDMW).

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Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis (2019). Quantitative cryptocurrency trading: exploring the use of machine learning techniques. Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets.

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G. Attanasio, A. Cannavò, F. Cibrario, F. Lamberti, P. Montuschi, G. Paravati (2017). HOT: Hold your own tools for AR-based constructive art. 2017 IEEE Symposium on 3D User Interfaces (3DUI).

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