Fabio Massimo Zanzotto

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 63

Top Venues

Publications

Michele Mastromattei, Fabio Massimo Zanzotto
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. CoRR (2024)
Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation. ACL (Findings) (2024)
Noemi Scarpato, Silvia Riondino, Aria Nourbakhsh, Mario Roselli, Patrizia Ferroni, Fiorella Guadagni, Fabio Massimo Zanzotto
Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients. Expert Syst. Appl. 256 (2024)
Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Enhancing Data Privacy in Large Language Models through Private Association Editing. CoRR (2024)
Noemi Scarpato, Aria Nourbakhsh, Patrizia Ferroni, Silvia Riondino, Mario Roselli, Francesca Fallucchi, Piero Barbanti, Fiorella Guadagni, Fabio Massimo Zanzotto
Evaluating Explainable Machine Learning Models for Clinicians. Cogn. Comput. 16 (4) (2024)
Michele Mastromattei, Fabio Massimo Zanzotto
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. ACL (Findings) (2024)
Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation. CoRR (2024)
Michele Mastromattei, Fabio Massimo Zanzotto
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection. CoRR (2024)
Leonardo Ranaldi, Fabio Massimo Zanzotto
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. *SEM@NAACL (2024)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. *SEM@NAACL (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)
Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Davide Venditti, Fabio Massimo Zanzotto
Investigating Gender Bias in Large Language Models for the Italian Language. CLiC-it (2023)
Giulia Pucci, Leonardo Ranaldi, Fabio Massimo Zanzotto
Are All Languages Equal? Curriculum Learning over Different Languages. CLiC-it (2023)
Leonardo Ranaldi, Fabio Massimo Zanzotto
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts. CoRR (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)
Leonardo Ranaldi, Fabio Massimo Zanzotto
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. CoRR (2023)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. RANLP (2023)
Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
Modeling Easiness for Training Transformers with Curriculum Learning. RANLP (2023)
Flavia Achena, David Preti, Davide Venditti, Leonardo Ranaldi, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli
Legal Summarization: to Each Court its Own Model. CLiC-it (2023)
Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto
Measuring bias in Instruction-Following models with P-AT. EMNLP (Findings) (2023)
Federico Ranaldi, Elena Sofia Ruzzetti, Leonardo Ranaldi, Davide Venditti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Prompting LLMs in Italian Language for Text-to-SQL Translation. CLiC-it (2023)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. 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)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. CoRR (2023)
Fabio Massimo Zanzotto, Emanuela Bizzarri, Daniele Pasquazi
Do Not Ask What Instruction-Following Large Language Models Can Do for Teaching (short paper). AIxEDU@AI*IA (2023)
Leonardo Ranaldi, Giulia Pucci, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, André Freitas
Teasing LLMs Adapted to Italian. CLiC-it (2023)
Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Dis-Cover AI Minds to Preserve Human Knowledge. Future Internet 14 (1) (2022)
Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Dario Onorati, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Pre-trained Transformers in the DarkNet. CoRR (2022)
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)
Leonardo Ranaldi, Michele Petito, Marco Gerardi, Francesca Fallucchid, Fabio Massimo Zanzotto
Machine Learning Techniques for Italian Phishing Detection. ITASEC (2022)
Marco Gerardi, Katarzyna Barud, Marie-Catherine Wagner, Nikolaus Forgó, Francesca Fallucchi, Noemi Scarpato, Fiorella Guadagni, Fabio Massimo Zanzotto
Active Informed Consent to Boost the Application of Machine Learning in Medicine. CoRR (2022)
Leonardo Ranaldi, Aria Nourbakhsh, Francesca Fallucchid, Fabio Massimo Zanzotto
C-OSINT: COVID-19 Open Source Artificial INTelligence Framework. ITASEC (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)
Leonardo Ranaldi, Federico Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Shedding Light on the Dark Web: Authorship Attribution in Radical Forums. Inf. 13 (9) (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)
Zaheer Babar, Twan van Laarhoven, Fabio Massimo Zanzotto, Elena Marchiori
Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. Artif. Intell. Medicine 116 (2021)
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)
Arianna Patrizi, Giorgio Gambosi, Fabio Massimo Zanzotto
Data Augmentation Using Background Replacement for Automated Sorting of Littered Waste. J. Imaging 7 (8) (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)
Leonardo Ranaldi, Francesca Fallucchi, Andrea Santilli, Fabio Massimo Zanzotto
KERMITviz: Visualizing Neural Network Activations on Syntactic Trees. MTSR (2021)
Leonardo Ranaldi, Fabio Massimo Zanzotto
Hiding Your Face Is Not Enough: user identity linkage with image recognition. Soc. Netw. Anal. Min. 10 (1) (2020)
Antonio-Jesús Banegas-Luna, Jorge Peña-García, Adrian Iftene, Fiorella Guadagni, Patrizia Ferroni, Noemi Scarpato, Fabio Massimo Zanzotto, Andrés Bueno-Crespo, Horacio Pérez Sánchez
When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey. CoRR (2020)
Fabio Massimo Zanzotto, Giorgio Satta, Giordano Cristini
CYK Parsing over Distributed Representations. Algorithms 13 (10) (2020)
Giancarlo A. Xompero, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli
Injecting Designers' Knowledge in Conversational Neural Network Systems. NL4AI@AI*IA (2020)
Fabio Massimo Zanzotto, Dario Onorati, Pierfrancesco Tommasino, Andrea Santilli, Leonardo Ranaldi, Francesca Fallucchi
Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. XAI.it@AI*IA (2020)
Fabio Massimo Zanzotto, Viviana Bono, Paola Vocca, Andrea Santilli, Danilo Croce, Giorgio Gambosi, Roberto Basili
GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. CoRR (2020)
Dario Onorati, Pierfrancesco Tommasino, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. Future Internet 12 (12) (2020)
Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. EMNLP (1) (2020)
Fabio Massimo Zanzotto
Viewpoint: Human-in-the-loop Artificial Intelligence. J. Artif. Intell. Res. 64 (2019)
Lorenzo Ferrone, Fabio Massimo Zanzotto
Symbolic, Distributed, and Distributional Representations for Natural Language Processing in the Era of Deep Learning: A Survey. Frontiers Robotics AI 6 (2019)
Simone Bruno, Silvia Maria Ansaldi, Patrizia Agnello, Fabio Massimo Zanzotto
Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries. CLiC-it (2019)
Fabio Massimo Zanzotto
Viewpoint: Human-In-The-Loop Artificial Intelligence. DDC@AI*IA (2019)
Fabio Massimo Zanzotto, Andrea Santilli
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons. SemEval@NAACL-HLT (2018)
Fiorella Guadagni, Fabio Massimo Zanzotto, Noemi Scarpato, Alessandro Rullo, Silvia Riondino, Patrizia Ferroni, Mario Roselli
RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression. IWBBIO (1) (2017)
Fabio Massimo Zanzotto, Lorenzo Ferrone
Can we explain natural language inference decisions taken with neural networks? Inference rules in distributed representations. IJCNN (2017)
Fabio Massimo Zanzotto, Giordano Cristini
Parsing with CYK over Distributed Representations: "Classical" Syntactic Parsing in the Novel Era of Neural Networks. CoRR (2017)
Fabio Massimo Zanzotto, Lorenzo Ferrone
Have You Lost the Thread? Discovering Ongoing Conversations in Scattered Dialog Blocks. ACM Trans. Interact. Intell. Syst. 7 (2) (2017)
Fabio Massimo Zanzotto
Human-in-the-loop Artificial Intelligence. CoRR (2017)
Lorenzo Ferrone, Fabio Massimo Zanzotto
Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey. CoRR (2017)
Fabio Massimo Zanzotto, Gioele Minardi, Dario Onorati, Gabriele Cocino, Andrea Formichetti
Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach. NL4AI@AI*IA (2017)
Grégory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio
Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches. CoCo@NIPS (2015)
Fabio Massimo Zanzotto, Lorenzo Ferrone, Marco Baroni
When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. Comput. Linguistics 41 (1) (2015)
Lorenzo Ferrone, Fabio Massimo Zanzotto, Xavier Carreras
Decoding Distributed Tree Structures. SLSP (2015)
Lorenzo Ferrone, Fabio Massimo Zanzotto
Towards Syntax-aware Compositional Distributional Semantic Models. COLING (2014)
Lorenzo Ferrone, Fabio Massimo Zanzotto
haLF: Comparing a Pure CDSM Approach with a Standard Machine Learning System for RTE. SemEval@COLING (2014)
Nghia The Pham, Lorenzo Ferrone, Fabio Massimo Zanzotto
Compositional Distributional Semantics Models in Chunk-based Smoothed Tree Kernels. *SEM@COLING (2014)
Antonio Sorgente, Nadia Brancati, Cristina Giannone, Fabio Massimo Zanzotto, Francesco Mele, Roberto Basili
Chatting to Personalize and Plan Cultural Itineraries. UMAP Workshops (2013)
Lorenzo Ferrone, Fabio Massimo Zanzotto
Linear Compositional Distributional Semantics and Structural Kernels. JSSP (2013)
Ioannis Korkontzelos, Torsten Zesch, Fabio Massimo Zanzotto, Chris Biemann
SemEval-2013 Task 5: Evaluating Phrasal Semantics. SemEval@NAACL-HLT (2013)
Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) (2013)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
Transducing Sentences to Syntactic Feature Vectors: an Alternative Way to "Parse"? CVSM@ACL (2013)
Lorenzo Dell'Arciprete, Brian Murphy, Fabio Massimo Zanzotto
Parallels between Machine and Brain Decoding. Brain Informatics (2012)
Fabio Massimo Zanzotto, Alexandra Gabriela Tudorache
Travel with Words: An Innovative Vision on Travelling. Web Intelligence/IAT Workshops (2012)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
Distributed Tree Kernels CoRR (2012)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
Distributed Tree Kernels. ICML (2012)
Fabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis
Linguistic Redundancy in Twitter. EMNLP (2011)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete, Alessandro Moschitti
Efficient Graph Kernels for Textual Entailment Recognition. Fundam. Informaticae 107 (2-3) (2011)
Francesca Fallucchi, Fabio Massimo Zanzotto
Inductive probabilistic taxonomy learning using singular value decomposition. Nat. Lang. Eng. 17 (1) (2011)
Guido Vetere, Alessandro Oltramari, Isabella Chiari, Elisabetta Jezek, Laure Vieu, Fabio Massimo Zanzotto
Senso Comune, an Open Knowledge Base of Italian Language. Trait. Autom. des Langues 52 (3) (2011)
Fabio Massimo Zanzotto, Danilo Croce
Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts. Brain Informatics (2010)
Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto
Syntactic/Semantic Structures for Textual Entailment Recognition. HLT-NAACL (2010)
Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, Suresh Manandhar
Estimating Linear Models for Compositional Distributional Semantics. COLING (2010)
Francesca Fallucchi, Fabio Massimo Zanzotto
Transitivity in semantic relation learning. NLPKE (2010)
Fabio Massimo Zanzotto, Marco Pennacchiotti
Expanding textual entailment corpora fromWikipedia using co-training. PWNLP@COLING (2010)
Francesca Fallucchi, Maria Teresa Pazienza, Fabio Massimo Zanzotto
Generic Ontology Learners on Application Domains. LREC (2010)
Francesca Fallucchi, Fabio Massimo Zanzotto
Singular Value Decomposition for Feature Selection in Taxonomy Learning. RANLP (2009)
Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti
A machine learning approach to textual entailment recognition. Nat. Lang. Eng. 15 (4) (2009)
Francesca Fallucchi, Noemi Scarpato, Armando Stellato, Fabio Massimo Zanzotto
Probabilistic Ontology Learner in Semantic Turkey. AI*IA (2009)
Roberta Beccaceci, Francesca Fallucchi, Cristina Giannone, Francesca Spagnoulo, Fabio Massimo Zanzotto
Education with "Living Artworks" in Museums. CSEDU (1) (2009)
Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto
SemKer: Syntactic/Semantic Kernels for Recognizing Textual Entailment. TAC (2009)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
Efficient kernels for sentence pair classification. EMNLP (2009)
Fabio Massimo Zanzotto, Danilo Croce
". Brain Informatics (2009)
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
Efficient Kernels for Sentence Pair Classification. RCRA@AI*IA (2009)
Marco Pennacchiotti, Fabio Massimo Zanzotto
Natural Language Processing Across Time: An Empirical Investigation on Italian. GoTAL (2008)
Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti
PeMoZa Submission to TAC 2008. TAC (2008)
Francesca Fallucchi, Fabio Massimo Zanzotto
Yet another Platform for Extracting Knowledge from Corpora. LREC (2008)
Alessandro Moschitti, Fabio Massimo Zanzotto
Fast and effective kernels for relational learning from texts. ICML (2007)

Fabio Massimo Zanzotto.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Fabio Massimo Zanzotto