Michele Mastromattei

According to our database, Michele Mastromattei authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection.

Michele Mastromattei, Fabio Massimo Zanzotto

CoRR, 2024

Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models.

Michele Mastromattei, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences.

Dario Onorati, Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

The Dark Side of the Language: Pre-trained Transformers in the DarkNet.

Leonardo Ranaldi, Aria Nourbakhsh, Elena Sofia Ruzzetti, Arianna Patrizi, Dario Onorati, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages.

Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled.

Michele Mastromattei, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto

PeerJ Comput. Sci., 2022

Every time I fire a conversational designer, the performance of the dialogue system goes down.

Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints.

Michele Mastromattei, Valerio Basile, Fabio Massimo Zanzotto

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022

Lacking the Embedding of a Word? Look it up into a Traditional Dictionary.

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto

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

2021

Every time I fire a conversational designer, the performance of the dialog system goes down.

Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

CoRR, 2021

Lacking the embedding of a word? Look it up into a traditional dictionary.

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

CoRR, 2021

KERMIT for Sentiment Analysis in Italian Healthcare Reviews.

Leonardo Ranaldi, Michele Mastromattei, Dario Onorati, Elena Sofia Ruzzetti, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021