Michele Mastromattei

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Speech Recognizer

Parameter Selection

Dialogue System

Pruning Algorithm

Top Venues

NLPerspectives@LREC

Publications

Michele Mastromattei, Fabio Massimo Zanzotto
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. CoRR (2024)
Michele Mastromattei, Fabio Massimo Zanzotto
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. ACL (Findings) (2024)
Michele Mastromattei, Fabio Massimo Zanzotto
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection. CoRR (2024)
Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. EMNLP (Findings) (2023)
Leonardo Ranaldi, Aria Nourbakhsh, Elena Sofia Ruzzetti, Arianna Patrizi, Dario Onorati, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Pre-trained Transformers in the DarkNet. RANLP (2023)
Federico Ranaldi, Elena Sofia Ruzzetti, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. CoRR (2023)
Dario Onorati, Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences. WI/IAT (2023)
Michele Mastromattei, Valerio Basile, Fabio Massimo Zanzotto
Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints. NLPerspectives@LREC (2022)
Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary. ACL (Findings) (2022)
Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Every time I fire a conversational designer, the performance of the dialogue system goes down. LREC (2022)
Michele Mastromattei, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled. PeerJ Comput. Sci. 8 (2022)
Leonardo Ranaldi, Michele Mastromattei, Dario Onorati, Elena Sofia Ruzzetti, Francesca Fallucchi, Fabio Massimo Zanzotto
KERMIT for Sentiment Analysis in Italian Healthcare Reviews. CLiC-it (2021)
Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Every time I fire a conversational designer, the performance of the dialog system goes down. CoRR (2021)
Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
Lacking the embedding of a word? Look it up into a traditional dictionary. CoRR (2021)