Efficient Parsing for Information Extraction. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ECAI, 1998)

Customizable Modular Lexicalized Parsing. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (IWPT, 2000)

Tuning Lexicons to New Operational Scenarios. - Roberto Basili 001; Maria Teresa Pazienza; Michele Vindigni; Fabio Massimo Zanzotto (LREC, 2000)

Multilingual Authoring: the NAMIC Approach. - Roberto Basili 001; Roberta Catizone; Lluís Padró 001; Maria Teresa Pazienza; German Rigau; Andrea Setzer; Nick Webb; Yorick Wilks; Fabio Massimo Zanzotto (HTLKM@ACL, 2001)

Flexible Parsing Architectures for NLP Applications. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (AI*IA, 2001)

Decision Trees as Explicit Domain Term Definitions. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (COLING, 2002)

Acquisition of conceptual domain dictionaries via decision tree learning. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ECAI, 2002)

Web-Based Information Access: Multilingual Automatic Authoring. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (ITCC, 2002)

Parsing engineering and empirical robustness. - Roberto Basili 001; Fabio Massimo Zanzotto (Nat. Lang. Eng., 2002)

Inducing hyperlinking rules in text collections. - Roberto Basili 001; Maria Teresa Pazienza; Fabio Massimo Zanzotto (RANLP, 2003)

Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction. - Roberto Basili 001; Michele Vindigni; Fabio Massimo Zanzotto (Web Intelligence, 2003)

Personalizing Web Publishing via Information Extraction. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza; Fabio Massimo Zanzotto (IEEE Intell. Syst., 2003)

Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (ECAI, 2004)

A Similarity Measure for Unsupervised Semantic Disambiguation. - Roberto Basili 001; Marco Cammisa; Fabio Massimo Zanzotto (LREC, 2004)

A2Q: An Agent-based Architecure for Multilingual Q&A. - Roberto Basili 001; Nicola Lorusso; Maria Teresa Pazienza; Fabio Massimo Zanzotto (LREC, 2004)

Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text. - Louise Guthrie; Roberto Basili 001; Fabio Massimo Zanzotto; Kalina Bontcheva; Hamish Cunningham; David Guthrie; Jia Cui; Marco Cammisa; Jerry Cheng-Chieh Liu; Cassia Farria Martin; Kristiyan Haralambiev; Martin Holub; et al. (LREC, 2004)

Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study. - Paolo Atzeni; Roberto Basili 001; Dorte Haltrup Hansen; Paolo Missier; Patrizia Paggio; Maria Teresa Pazienza; Fabio Massimo Zanzotto (NLDB, 2004)

Understanding the Web through its Language. - Roberto Basili 001; Michele Vindigni; Fabio Massimo Zanzotto (Web Intelligence, 2004)

Modelling Semantic Grid Knowledge Embedded in Documents. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (WETICE, 2004)

Discovering Entailment Relations Using "Textual Entailment Patterns". - Fabio Massimo Zanzotto; Maria Teresa Pazienza; Marco Pennacchiotti (EMSEE@ACL, 2005)

A Linguistic Inspection of Textual Entailment. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (AI*IA, 2005)

AI/NLP Technologies Applied to Spacecraft Mission Design. - Maria Teresa Pazienza; Marco Pennacchiotti; Michele Vindigni; Fabio Massimo Zanzotto (IEA/AIE, 2005)

Learning Textual Entailment on a Distance Feature Space. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (MLCW, 2005)

Ontology-driven Information Retrieval in FF-Poirot. - Roberto Basili 001; Marco Cammisa; Maria Vittoria Marabello; Marco Pennacchiotti; Dario Saracino; Fabio Massimo Zanzotto (SWAP, 2005)

Automatic Learning of Textual Entailments with Cross-Pair Similarities. - Fabio Massimo Zanzotto; Alessandro Moschitti (ACL, 2006)

Discovering Asymmetric Entailment Relations between Verbs Using Selectional Preferences. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Maria Teresa Pazienza (ACL, 2006)

Experimenting a "General Purpose" Textual Entailment Learner in AVE. - Fabio Massimo Zanzotto; Alessandro Moschitti (CLEF (Working Notes), 2006)

Discovering Verb Relations in Corpora: Distributional Versus Non-distributional Approaches. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (IEA/AIE, 2006)

Mixing WordNet, VerbNet and PropBank for studying verb relations. - Maria Teresa Pazienza; Marco Pennacchiotti; Fabio Massimo Zanzotto (LREC, 2006)

A Dependency-based Algorithm for Grammar Conversion. - Alessandro Bahgat Shehata; Fabio Massimo Zanzotto (LREC, 2006)

Shallow Semantic in Fast Textual Entailment Rule Learners. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (ACL-PASCAL@ACL, 2007)

Fast and effective kernels for relational learning from texts. - Alessandro Moschitti; Fabio Massimo Zanzotto (ICML, 2007)

Yet another Platform for Extracting Knowledge from Corpora. - Francesca Fallucchi; Fabio Massimo Zanzotto (LREC, 2008)

PeMoZa Submission to TAC 2008. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (TAC, 2008)

Natural Language Processing Across Time: An Empirical Investigation on Italian. - Marco Pennacchiotti; Fabio Massimo Zanzotto (GoTAL, 2008)

Probabilistic Ontology Learner in Semantic Turkey. - Francesca Fallucchi; Noemi Scarpato; Armando Stellato; Fabio Massimo Zanzotto (AI*IA, 2009)

Efficient Kernels for Sentence Pair Classification. - Fabio Massimo Zanzotto; Lorenzo Dell'Arciprete (RCRA@AI*IA, 2009)

Reading What Machines "Think". - Fabio Massimo Zanzotto; Danilo Croce (Brain Informatics, 2009)

Education with "Living Artworks" in Museums. - Roberta Beccaceci; Francesca Fallucchi; Cristina Giannone; Francesca Spagnoulo; Fabio Massimo Zanzotto (CSEDU (1), 2009)

Singular Value Decomposition for Feature Selection in Taxonomy Learning. - Francesca Fallucchi; Fabio Massimo Zanzotto (RANLP, 2009)

SemKer: Syntactic/Semantic Kernels for Recognizing Textual Entailment. - Yashar Mehdad; Alessandro Moschitti; Fabio Massimo Zanzotto (TAC, 2009)

A machine learning approach to textual entailment recognition. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (Nat. Lang. Eng., 2009)

Expanding textual entailment corpora fromWikipedia using co-training. - Fabio Massimo Zanzotto; Marco Pennacchiotti (PWNLP@COLING, 2010)

Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts. - Fabio Massimo Zanzotto; Danilo Croce (Brain Informatics, 2010)

Estimating Linear Models for Compositional Distributional Semantics. - Fabio Massimo Zanzotto; Ioannis Korkontzelos; Francesca Fallucchi; Suresh Manandhar (COLING, 2010)

Generic Ontology Learners on Application Domains. - Francesca Fallucchi; Maria Teresa Pazienza; Fabio Massimo Zanzotto (LREC, 2010)

Syntactic/Semantic Structures for Textual Entailment Recognition. - Yashar Mehdad; Alessandro Moschitti; Fabio Massimo Zanzotto (HLT-NAACL, 2010)

Transitivity in semantic relation learning. - Francesca Fallucchi; Fabio Massimo Zanzotto (NLPKE, 2010)

Linguistic Redundancy in Twitter. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Kostas Tsioutsiouliklis (EMNLP, 2011)

Efficient Graph Kernels for Textual Entailment Recognition. - Fabio Massimo Zanzotto; Lorenzo Dell'Arciprete; Alessandro Moschitti (Fundam. Informaticae, 2011)

Inductive probabilistic taxonomy learning using singular value decomposition. - Francesca Fallucchi; Fabio Massimo Zanzotto (Nat. Lang. Eng., 2011)

Senso Comune, an Open Knowledge Base of Italian Language. - Guido Vetere; Alessandro Oltramari; Isabella Chiari; Elisabetta Jezek; Laure Vieu; Fabio Massimo Zanzotto (Trait. Autom. des Langues, 2011)

Parallels between Machine and Brain Decoding. - Lorenzo Dell'Arciprete; Brian Murphy; Fabio Massimo Zanzotto (Brain Informatics, 2012)

Travel with Words: An Innovative Vision on Travelling. - Fabio Massimo Zanzotto; Alexandra Gabriela Tudorache (Web Intelligence/IAT Workshops, 2012)

Distributed Tree Kernels. - Fabio Massimo Zanzotto; Lorenzo Dell'Arciprete (ICML, 2012)

Linear Compositional Distributional Semantics and Structural Kernels. - Lorenzo Ferrone; Fabio Massimo Zanzotto (JSSP, 2013)

Transducing Sentences to Syntactic Feature Vectors: an Alternative Way to "Parse"? - Fabio Massimo Zanzotto; Lorenzo Dell'Arciprete (CVSM@ACL, 2013)

Linear Online Learning over Structured Data with Distributed Tree Kernels. - Simone Filice; Danilo Croce; Roberto Basili 001; Fabio Massimo Zanzotto (ICMLA (1), 2013)

SemEval-2013 Task 5: Evaluating Phrasal Semantics. - Ioannis Korkontzelos; Torsten Zesch; Fabio Massimo Zanzotto; Chris Biemann (SemEval@NAACL-HLT, 2013)

Chatting to Personalize and Plan Cultural Itineraries. - Antonio Sorgente; Nadia Brancati; Cristina Giannone; Fabio Massimo Zanzotto; Francesco Mele; Roberto Basili 001 (UMAP Workshops, 2013)

Recognizing Textual Entailment: Models and Applications - Ido Dagan; Dan Roth 001; Mark Sammons; Fabio Massimo Zanzotto (Recognizing Textual Entailment, 2013)

Senso Comune: A Collaborative Knowledge Resource for Italian. - Alessandro Oltramari; Guido Vetere; Isabella Chiari; Elisabetta Jezek; Fabio Massimo Zanzotto; Malvina Nissim; Aldo Gangemi (The People's Web Meets NLP, 2013)

Towards Syntax-aware Compositional Distributional Semantic Models. - Lorenzo Ferrone; Fabio Massimo Zanzotto (COLING, 2014)

haLF: Comparing a Pure CDSM Approach with a Standard Machine Learning System for RTE. - Lorenzo Ferrone; Fabio Massimo Zanzotto (SemEval@COLING, 2014)

Compositional Distributional Semantics Models in Chunk-based Smoothed Tree Kernels. - Nghia The Pham; Lorenzo Ferrone; Fabio Massimo Zanzotto (*SEM@COLING, 2014)

Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches. - Grégory Senay; Fabio Massimo Zanzotto; Lorenzo Ferrone; Luca Rigazio (CoCo@NIPS, 2015)

Decoding Distributed Tree Structures. - Lorenzo Ferrone; Fabio Massimo Zanzotto; Xavier Carreras (SLSP, 2015)

When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. - Fabio Massimo Zanzotto; Lorenzo Ferrone; Marco Baroni (Comput. Linguistics, 2015)

Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach. - Fabio Massimo Zanzotto; Gioele Minardi; Dario Onorati; Gabriele Cocino; Andrea Formichetti (NL4AI@AI*IA, 2017)

Can we explain natural language inference decisions taken with neural networks? Inference rules in distributed representations. - Fabio Massimo Zanzotto; Lorenzo Ferrone (IJCNN, 2017)

RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression. - Fiorella Guadagni; Fabio Massimo Zanzotto; Noemi Scarpato; Alessandro Rullo; Silvia Riondino; Patrizia Ferroni; Mario Roselli (IWBBIO (1), 2017)

Parsing with CYK over Distributed Representations: "Classical" Syntactic Parsing in the Novel Era of Neural Networks. - Fabio Massimo Zanzotto; Giordano Cristini (CoRR, 2017)

Human-in-the-loop Artificial Intelligence. - Fabio Massimo Zanzotto (CoRR, 2017)

Have You Lost the Thread? Discovering Ongoing Conversations in Scattered Dialog Blocks. - Fabio Massimo Zanzotto; Lorenzo Ferrone (ACM Trans. Interact. Intell. Syst., 2017)

SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons. - Fabio Massimo Zanzotto; Andrea Santilli (SemEval@NAACL-HLT, 2018)

Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries. - Simone Bruno; Silvia Maria Ansaldi; Patrizia Agnello; Fabio Massimo Zanzotto (CLiC-it, 2019)

Symbolic, Distributed, and Distributional Representations for Natural Language Processing in the Era of Deep Learning: A Survey. - Lorenzo Ferrone; Fabio Massimo Zanzotto (Frontiers Robotics AI, 2019)

Viewpoint: Human-in-the-loop Artificial Intelligence. - Fabio Massimo Zanzotto (J. Artif. Intell. Res., 2019)

Injecting Designers' Knowledge in Conversational Neural Network Systems. - Giancarlo A. Xompero; Cristina Giannone; Fabio Massimo Zanzotto; Andrea Favalli; Raniero Romagnoli (NL4AI@AI*IA, 2020)

Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. - Fabio Massimo Zanzotto; Dario Onorati; Pierfrancesco Tommasino; Andrea Santilli; Leonardo Ranaldi; Francesca Fallucchi (XAI.it@AI*IA, 2020)

KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. - Fabio Massimo Zanzotto; Andrea Santilli; Leonardo Ranaldi; Dario Onorati; Pierfrancesco Tommasino; Francesca Fallucchi (EMNLP (1), 2020)

CYK Parsing over Distributed Representations. - Fabio Massimo Zanzotto; Giorgio Satta; Giordano Cristini (Algorithms, 2020)

GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. - Fabio Massimo Zanzotto; Viviana Bono; Paola Vocca; Andrea Santilli; Danilo Croce; Giorgio Gambosi; Roberto Basili 001 (CoRR, 2020)

When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey. - Antonio-Jesús Banegas-Luna; Jorge Peña-García; Adrian Iftene; Fiorella Guadagni; Patrizia Ferroni; Noemi Scarpato; Fabio Massimo Zanzotto; Andrés Bueno-Crespo; Horacio Pérez Sánchez (CoRR, 2020)

Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. - Dario Onorati; Pierfrancesco Tommasino; Leonardo Ranaldi; Francesca Fallucchi; Fabio Massimo Zanzotto (Future Internet, 2020)

Hiding Your Face Is Not Enough: user identity linkage with image recognition. - Leonardo Ranaldi; Fabio Massimo Zanzotto (Soc. Netw. Anal. Min., 2020)

KERMIT for Sentiment Analysis in Italian Healthcare Reviews. - Leonardo Ranaldi; Michele Mastromattei; Dario Onorati; Elena Sofia Ruzzetti; Francesca Fallucchi; Fabio Massimo Zanzotto (CLiC-it, 2021)

KERMITviz: Visualizing Neural Network Activations on Syntactic Trees. - Leonardo Ranaldi; Francesca Fallucchi; Andrea Santilli; Fabio Massimo Zanzotto (MTSR, 2021)

Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. - Zaheer Babar; Twan van Laarhoven; Fabio Massimo Zanzotto; Elena Marchiori (Artif. Intell. Medicine, 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)

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)

Data Augmentation Using Background Replacement for Automated Sorting of Littered Waste. - Arianna Patrizi; Giorgio Gambosi; Fabio Massimo Zanzotto (J. Imaging, 2021)

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 (ACL (Findings), 2022)

C-OSINT: COVID-19 Open Source Artificial INTelligence Framework. - Leonardo Ranaldi; Aria Nourbakhsh; Francesca Fallucchid; Fabio Massimo Zanzotto (ITASEC, 2022)

Machine Learning Techniques for Italian Phishing Detection. - Leonardo Ranaldi; Michele Petito; Marco Gerardi; Francesca Fallucchid; Fabio Massimo Zanzotto (ITASEC, 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 (NLPerspectives@LREC, 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 (LREC, 2022)

The Dark Side of the Language: Pre-trained Transformers in the DarkNet. - Leonardo Ranaldi; Aria Nourbakhsh; Arianna Patrizi; Elena Sofia Ruzzetti; Dario Onorati; Francesca Fallucchi; Fabio Massimo Zanzotto (CoRR, 2022)

Active Informed Consent to Boost the Application of Machine Learning in Medicine. - Marco Gerardi; Katarzyna Barud; Marie-Catherine Wagner; Nikolaus Forgó; Francesca Fallucchi; Noemi Scarpato; Fiorella Guadagni; Fabio Massimo Zanzotto (CoRR, 2022)

Dis-Cover AI Minds to Preserve Human Knowledge. - Leonardo Ranaldi; Francesca Fallucchi; Fabio Massimo Zanzotto (Future Internet, 2022)

Shedding Light on the Dark Web: Authorship Attribution in Radical Forums. - Leonardo Ranaldi; Federico Ranaldi; Francesca Fallucchi; Fabio Massimo Zanzotto (Inf., 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)

Do Not Ask What Instruction-Following Large Language Models Can Do for Teaching (short paper). - Fabio Massimo Zanzotto; Emanuela Bizzarri; Daniele Pasquazi (AIxEDU@AI*IA, 2023)

Legal Summarization: to Each Court its Own Model. - Flavia Achena; David Preti; Davide Venditti; Leonardo Ranaldi; Cristina Giannone; Fabio Massimo Zanzotto; Andrea Favalli; Raniero Romagnoli (CLiC-it, 2023)

Are All Languages Equal? Curriculum Learning over Different Languages. - Giulia Pucci; Leonardo Ranaldi; Fabio Massimo Zanzotto (CLiC-it, 2023)

Teasing LLMs Adapted to Italian. - Leonardo Ranaldi; Giulia Pucci; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto; André Freitas (CLiC-it, 2023)

Prompting LLMs in Italian Language for Text-to-SQL Translation. - Federico Ranaldi; Elena Sofia Ruzzetti; Leonardo Ranaldi; Davide Venditti; Cristina Giannone; Andrea Favalli; Raniero Romagnoli; Fabio Massimo Zanzotto (CLiC-it, 2023)

Investigating Gender Bias in Large Language Models for the Italian Language. - Elena Sofia Ruzzetti; Dario Onorati; Leonardo Ranaldi; Davide Venditti; Fabio Massimo Zanzotto (CLiC-it, 2023)

Measuring bias in Instruction-Following models with P-AT. - Dario Onorati; Elena Sofia Ruzzetti; Davide Venditti; Leonardo Ranaldi; Fabio Massimo Zanzotto (EMNLP (Findings), 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 (EMNLP (Findings), 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 (RANLP, 2023)

Modeling Easiness for Training Transformers with Curriculum Learning. - Leonardo Ranaldi; Giulia Pucci; Fabio Massimo Zanzotto (RANLP, 2023)

PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. - Leonardo Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (RANLP, 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 (WI/IAT, 2023)

Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts. - Leonardo Ranaldi; Fabio Massimo Zanzotto (CoRR, 2023)

Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. - Michele Mastromattei; Fabio Massimo Zanzotto (ACL (Findings), 2024)

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation. - Federico Ranaldi; Elena Sofia Ruzzetti; Dario Onorati; Leonardo Ranaldi; Cristina Giannone; Andrea Favalli; Raniero Romagnoli; Fabio Massimo Zanzotto (ACL (Findings), 2024)

Measuring Bias in Instruction-Following Models with ItaP-AT for the Italian Language. - Dario Onorati; Davide Venditti; Elena Sofia Ruzzetti; Federico Ranaldi; Leonardo Ranaldi; Fabio Massimo Zanzotto (CLiC-it, 2024)

The limits of Italian in Reasoning Tasks. - Leonardo Ranaldi; Giulia Pucci; Federico Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (CLiC-it, 2024)

How Far Does the Sequence of Compositions Impact Multilingual Pre-Training? - Leonardo Ranaldi; Giulia Pucci; Fabio Massimo Zanzotto (CLiC-it, 2024)

Termite Italian Text-to-SQL: A CALAMITA Challenge. - Federico Ranaldi; Elena Sofia Ruzzetti; Dario Onorati; Fabio Massimo Zanzotto; Leonardo Ranaldi (CLiC-it, 2024)

Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures. - Elena Sofia Ruzzetti; Federico Ranaldi; Dario Onorati; Davide Venditti; Leonardo Ranaldi; Tommaso Caselli; Fabio Massimo Zanzotto (CLiC-it, 2024)

A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. - Leonardo Ranaldi; Giulia Pucci; Federico Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (NAACL-HLT (Findings), 2024)

A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. - Leonardo Ranaldi; Elena Sofia Ruzzetti; Davide Venditti; Dario Onorati; Fabio Massimo Zanzotto (*SEM@NAACL, 2024)

HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. - Leonardo Ranaldi; Fabio Massimo Zanzotto (*SEM@NAACL, 2024)

Using Distributional Models for Studying the Influence of School Textbooks in Children Bias. - Elena Sofia Ruzzetti; Davide Venditti; Fabio Massimo Zanzotto; Francesca Fallucchi (IEEE Access, 2024)

Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection. - Michele Mastromattei; Fabio Massimo Zanzotto (CoRR, 2024)

Enhancing Data Privacy in Large Language Models through Private Association Editing. - Davide Venditti; Elena Sofia Ruzzetti; Giancarlo A. Xompero; Cristina Giannone; Andrea Favalli; Raniero Romagnoli; Fabio Massimo Zanzotto (CoRR, 2024)

Animate, or Inanimate, That is the Question for Large Language Models. - Leonardo Ranaldi; Giulia Pucci; Fabio Massimo Zanzotto (CoRR, 2024)

Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients. - Noemi Scarpato; Silvia Riondino; Aria Nourbakhsh; Mario Roselli; Patrizia Ferroni; Fiorella Guadagni; Fabio Massimo Zanzotto (Expert Syst. Appl., 2024)

Evaluating Explainable Machine Learning Models for Clinicians. - Noemi Scarpato; Aria Nourbakhsh; Patrizia Ferroni; Silvia Riondino; Mario Roselli; Francesca Fallucchi; Piero Barbanti; Fiorella Guadagni; Fabio Massimo Zanzotto (Cogn. Comput., 2024)

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models. - Elena Sofia Ruzzetti; Giancarlo A. Xompero; Davide Venditti; Fabio Massimo Zanzotto (ACL (1), 2025)

Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms. - Fabio Massimo Zanzotto; Elena Sofia Ruzzetti; Giancarlo A. Xompero; Leonardo Ranaldi; Davide Venditti; Federico Ranaldi; Cristina Giannone; Andrea Favalli; Raniero Romagnoli (ACL (Findings), 2025)

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions. - Michele Miranda; Elena Sofia Ruzzetti; Andrea Santilli; Fabio Massimo Zanzotto; Sébastien Bratières; Emanuele Rodolà (Trans. Mach. Learn. Res., 2025)

Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy. - Leonardo Ranaldi; Giulia Pucci; Fabio Massimo Zanzotto (Trans. Mach. Learn. Res., 2025)

MeMo: Towards Language Models with Associative Memory Mechanisms. - Fabio Massimo Zanzotto; Elena Sofia Ruzzetti; Giancarlo A. Xompero; Leonardo Ranaldi; Davide Venditti; Federico Ranaldi; Cristina Giannone; Andrea Favalli; Raniero Romagnoli (CoRR, 2025)

Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations. - Leonardo Ranaldi; Federico Ranaldi; Fabio Massimo Zanzotto; Barry Haddow; Alexandra Birch (CoRR, 2025)

Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs. - Federico Ranaldi; Andrea Zugarini; Leonardo Ranaldi; Fabio Massimo Zanzotto (CoRR, 2025)