Fabio Massimo Zanzotto

163 papers A* 7A 3B 13C 4Misc 5Journal 52Unranked 74

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models. CoRR Gabriele Maraia, Marco Valentino, Fabio Massimo Zanzotto, Leonardo Ranaldi
2026	—	`conf`	Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models. EACL (Volume 1: Long Papers) Gabriele Maraia, Leonardo Ranaldi, Marco Valentino, Fabio Massimo Zanzotto
2026	—	`conf`	Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance. EACL (Volume 1: Long Papers) Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, Tommaso Caselli
2026	J	`jnl`	Quantum recurrent neural network for sequential labeling. Knowl. Inf. Syst. Shyambabu Pandey, Partha Pakray, Fabio Massimo Zanzotto
2025	J	`jnl`	Animate, or Inanimate, That Is the Question for Large Language Models. Inf. Giulia Pucci, Fabio Massimo Zanzotto, Leonardo Ranaldi
2025	J	`jnl`	Challenging the Abilities of Large Language Models in Italian: a Community Initiative. CoRR Malvina Nissim, Danilo Croce, Viviana Patti, Pierpaolo Basile, Giuseppe Attanasio, Elio Musacchio, Matteo Rinaldi, Federico Borazio, Maria Francis, Jacopo Gili, Daniel Scalena, Begoña Altuna, Ekhi Azurmendi, Valerio Basile, Luisa Bentivogli, Arianna Bisazza, Marianna Bolognesi, Dominique Brunato, Tommaso Caselli, Silvia Casola, Maria Cassese, Mauro Cettolo, Claudia Collacciani, Leonardo De Cosmo, Maria Pia di Buono, Andrea Esuli, Julen Etxaniz, Chiara Ferrando, Alessia Fidelangeli, Simona Frenda, Achille Fusco, Marco Gaido, Andrea Galassi, Federico Galli, Luca Giordano, Mattia Goffetti, Itziar Gonzalez-Dios, Lorenzo Gregori, Giulia Grundler, Sandro Iannaccone, Chunyang Jiang, Moreno La Quatra, Francesca Lagioia, Soda Marem Lo, Marco Madeddu, Bernardo Magnini, Raffaele Manna, Fabio Mercorio, Paola Merlo, Arianna Muti, Vivi Nastase, Matteo Negri, Dario Onorati, Elena Palmieri, Sara Papi, Lucia C. Passaro, Giulia Pensa, Andrea Piergentili, Daniele Potertì, Giovanni Puccetti, Federico Ranaldi, Leonardo Ranaldi, Andrea Amelio Ravelli, Martina Rosola, Elena Sofia Ruzzetti, Giuseppe Samo, Andrea Santilli, Piera Santin, Gabriele Sarti, Giovanni Sartor, Beatrice Savoldi, Antonio Serino, Andrea Seveso, Lucia Siciliani, Paolo Torroni, Rossella Varvara, Andrea Zaninello, Asya Zanollo, Fabio Massimo Zanzotto, Kamyar Zeinalipour, Andrea Zugarini
2025	A*	`conf`	Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations. EMNLP Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, Barry Haddow, Alexandra Birch
2025	J	`jnl`	Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations. CoRR Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, Barry Haddow, Alexandra Birch
2025	J	`jnl`	Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions. Frontiers Digit. Health Emilia Daghir-Wojtkowiak, Javier Antonio Alfaro, Michele Mastromattei, Aleksander Palkowski, Mark Stares, Ana Roca-Umbert, Andraz Krajnc, Riccardo Leoni, Anne Boland, Aria Nourbaksh, Ashwin Adrian Kallor, Camille Ducki, Davide Venditti, Carla Montesano, Chiara Cipriani, Daniel Faria, Delphine Pflieger, Elisa Zago, Etienne Bardet, Filipa Serrano, Florian Jeanneret, Damien Alouges, Liangwei Yin, Elodine Coquelet, Apolline Bacquet, Francesco Bonchi, Francesco Maiorino, Francesco Torino, Georges Bedran, Jean-Alexandre Long, Laura Balbi, Laurent Guyon, Liana Bevilacqua, Manuel Fiorelli, Marie-Catherine Wagner, Mario Reyes, Mario Roselli, Marta Contreiras Silva, Michal Waleron, Nikolas Dovrolis, Odile Filhol-Cochet, In Hwa Um, Georg Wölflein, Patrícia Eugénio, Pauline Bazelle, Pavlos Golnas, Peter Thorpe, Pierluigi Bove, Piyush Borole, Roberta Bernardini, Rohit Kumar, Rosella Cicconi, Saskia Kaltenbrunner, Saverio Gravina, Simona Brezar, Stefan Symeonides, Steven McGinn, Susana Nunes, Ted Hupp, Yuri G. Gordienko, Dimitrios Varvaras, Sergii G. Stirenko, Luciano Xumerle, Stefania Mariani, Assilah Bouzit, Stéphane Gazut, Heiko Poth, Kyriakos Souliotis, Hector Katifelis, Elena Verzoni, Giuseppe Procopio, Sarah Schoch, Francisco Lupiáñez-Villanueva, Sandra Türk, Katarzyna Barud, Dimitri Koroliouk, Juan Caubet, Yamir Moreno, Jean-Luc Descotes, Christina Golna, Valentina Guadalupi, Paolo Garagnani, Maria Gazouli, Jean-François Deleuze, Frans Folkvord, Nikolaus Forgó, David J. Harrison, Håkan Axelson, Armando Stellato, Maurizio Mattei, Ajitha Rajan, Alexander Laird, Christophe Battail, Catia Pesquita, Fabio Massimo Zanzotto
2025	J	`jnl`	MeMo: Towards Language Models with Associative Memory Mechanisms. CoRR Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli
2025	—	`conf`	Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms. ACL (Findings) Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli
2025	J	`jnl`	Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions. Trans. Mach. Learn. Res. Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto, Sébastien Bratières, Emanuele Rodolà
2025	—	`conf`	Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models. ACL (1) Elena Sofia Ruzzetti, Giancarlo A. Xompero, Davide Venditti, Fabio Massimo Zanzotto
2025	J	`jnl`	Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models. CoRR Elena Sofia Ruzzetti, Giancarlo A. Xompero, Davide Venditti, Fabio Massimo Zanzotto
2025	—	`conf`	Protecting the Privacy in Velvet with Model Editing. CLiC-it Giancarlo A. Xompero, Elena Sofia Ruzzetti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2025	J	`jnl`	Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs. CoRR Federico Ranaldi, Andrea Zugarini, Leonardo Ranaldi, Fabio Massimo Zanzotto
2025	J	`jnl`	Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy. Trans. Mach. Learn. Res. Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
2024	—	`conf`	A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. NAACL-HLT (Findings) Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
2024	—	`conf`	A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. *SEM@NAACL Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
2024	J	`jnl`	Animate, or Inanimate, That is the Question for Large Language Models. CoRR Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
2024	—	`conf`	Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures. CLiC-it Elena Sofia Ruzzetti, Federico Ranaldi, Dario Onorati, Davide Venditti, Leonardo Ranaldi, Tommaso Caselli, Fabio Massimo Zanzotto
2024	J	`jnl`	Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients. Expert Syst. Appl. Noemi Scarpato, Silvia Riondino, Aria Nourbakhsh, Mario Roselli, Patrizia Ferroni, Fiorella Guadagni, Fabio Massimo Zanzotto
2024	J	`jnl`	Enhancing Data Privacy in Large Language Models through Private Association Editing. CoRR Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2024	J	`jnl`	Evaluating Explainable Machine Learning Models for Clinicians. Cogn. Comput. Noemi Scarpato, Aria Nourbakhsh, Patrizia Ferroni, Silvia Riondino, Mario Roselli, Francesca Fallucchi, Piero Barbanti, Fiorella Guadagni, Fabio Massimo Zanzotto
2024	—	`conf`	HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. *SEM@NAACL Leonardo Ranaldi, Fabio Massimo Zanzotto
2024	—	`conf`	How Far Does the Sequence of Compositions Impact Multilingual Pre-Training? CLiC-it Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
2024	J	`jnl`	Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation. CoRR Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2024	—	`conf`	Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation. ACL (Findings) Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2024	—	`conf`	Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. ACL (Findings) Michele Mastromattei, Fabio Massimo Zanzotto
2024	J	`jnl`	Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models. CoRR Michele Mastromattei, Fabio Massimo Zanzotto
2024	J	`jnl`	Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection. CoRR Michele Mastromattei, Fabio Massimo Zanzotto
2024	—	`conf`	Measuring Bias in Instruction-Following Models with ItaP-AT for the Italian Language. CLiC-it Dario Onorati, Davide Venditti, Elena Sofia Ruzzetti, Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto
2024	J	`jnl`	Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions. CoRR Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto, Sébastien Bratières, Emanuele Rodolà
2024	—	`conf`	Termite Italian Text-to-SQL: A CALAMITA Challenge. CLiC-it Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Fabio Massimo Zanzotto, Leonardo Ranaldi
2024	—	`conf`	The limits of Italian in Reasoning Tasks. CLiC-it Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
2024	—	`conf`	Towards a Semantic Document Management System for Public Administration. Ital-IA Carlo Batini, Gaetano Santucci, Matteo Palmonari, Valerio Bellandi, Elisabetta Fersini, Fabio Massimo Zanzotto, Barbara Pernici, Giancarlo Vecchi, Stefano Ronchi
2024	J	`jnl`	Using Distributional Models for Studying the Influence of School Textbooks in Children Bias. IEEE Access Elena Sofia Ruzzetti, Davide Venditti, Fabio Massimo Zanzotto, Francesca Fallucchi
2023	J	`jnl`	A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. CoRR Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
2023	—	`conf`	Are All Languages Equal? Curriculum Learning over Different Languages. CLiC-it Giulia Pucci, Leonardo Ranaldi, Fabio Massimo Zanzotto
2023	—	`conf`	Do Not Ask What Instruction-Following Large Language Models Can Do for Teaching (short paper). AIxEDU@AI*IA Fabio Massimo Zanzotto, Emanuela Bizzarri, Daniele Pasquazi
2023	J	`jnl`	Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts. CoRR Leonardo Ranaldi, Fabio Massimo Zanzotto
2023	—	`conf`	Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. EMNLP (Findings) Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
2023	J	`jnl`	Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. CoRR Federico Ranaldi, Elena Sofia Ruzzetti, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
2023	—	`conf`	Investigating Gender Bias in Large Language Models for the Italian Language. CLiC-it Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Davide Venditti, Fabio Massimo Zanzotto
2023	—	`conf`	Legal Summarization: to Each Court its Own Model. CLiC-it Flavia Achena, David Preti, Davide Venditti, Leonardo Ranaldi, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli
2023	—	`conf`	Measuring bias in Instruction-Following models with P-AT. EMNLP (Findings) Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto
2023	Misc	`conf`	Modeling Easiness for Training Transformers with Curriculum Learning. RANLP Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
2023	Misc	`conf`	PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. RANLP Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
2023	J	`jnl`	PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. CoRR Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
2023	—	`conf`	Prompting LLMs in Italian Language for Text-to-SQL Translation. CLiC-it Federico Ranaldi, Elena Sofia Ruzzetti, Leonardo Ranaldi, Davide Venditti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2023	—	`conf`	Teasing LLMs Adapted to Italian. CLiC-it Leonardo Ranaldi, Giulia Pucci, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, André Freitas
2023	Misc	`conf`	The Dark Side of the Language: Pre-trained Transformers in the DarkNet. RANLP Leonardo Ranaldi, Aria Nourbakhsh, Elena Sofia Ruzzetti, Arianna Patrizi, Dario Onorati, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
2023	—	`conf`	The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences. WI/IAT Dario Onorati, Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
2022	J	`jnl`	Active Informed Consent to Boost the Application of Machine Learning in Medicine. CoRR Marco Gerardi, Katarzyna Barud, Marie-Catherine Wagner, Nikolaus Forgó, Francesca Fallucchi, Noemi Scarpato, Fiorella Guadagni, Fabio Massimo Zanzotto
2022	—	`conf`	C-OSINT: COVID-19 Open Source Artificial INTelligence Framework. ITASEC Leonardo Ranaldi, Aria Nourbakhsh, Francesca Fallucchid, Fabio Massimo Zanzotto
2022	—	`conf`	Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints. NLPerspectives@LREC Michele Mastromattei, Valerio Basile, Fabio Massimo Zanzotto
2022	J	`jnl`	Dis-Cover AI Minds to Preserve Human Knowledge. Future Internet Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
2022	B	`conf`	Every time I fire a conversational designer, the performance of the dialogue system goes down. LREC Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2022	—	`conf`	Lacking the Embedding of a Word? Look it up into a Traditional Dictionary. ACL (Findings) Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto
2022	—	`conf`	Machine Learning Techniques for Italian Phishing Detection. ITASEC Leonardo Ranaldi, Michele Petito, Marco Gerardi, Francesca Fallucchid, Fabio Massimo Zanzotto
2022	J	`jnl`	Shedding Light on the Dark Web: Authorship Attribution in Radical Forums. Inf. Leonardo Ranaldi, Federico Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
2022	J	`jnl`	Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled. PeerJ Comput. Sci. Michele Mastromattei, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
2022	J	`jnl`	The Dark Side of the Language: Pre-trained Transformers in the DarkNet. CoRR Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Dario Onorati, Francesca Fallucchi, Fabio Massimo Zanzotto
2021	J	`jnl`	Data Augmentation Using Background Replacement for Automated Sorting of Littered Waste. J. Imaging Arianna Patrizi, Giorgio Gambosi, Fabio Massimo Zanzotto
2021	J	`jnl`	Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. Artif. Intell. Medicine Zaheer Babar, Twan van Laarhoven, Fabio Massimo Zanzotto, Elena Marchiori
2021	J	`jnl`	Every time I fire a conversational designer, the performance of the dialog system goes down. CoRR Giancarlo A. Xompero, Michele Mastromattei, Samir Salman, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
2021	—	`conf`	KERMIT for Sentiment Analysis in Italian Healthcare Reviews. CLiC-it Leonardo Ranaldi, Michele Mastromattei, Dario Onorati, Elena Sofia Ruzzetti, Francesca Fallucchi, Fabio Massimo Zanzotto
2021	—	`conf`	KERMITviz: Visualizing Neural Network Activations on Syntactic Trees. MTSR Leonardo Ranaldi, Francesca Fallucchi, Andrea Santilli, Fabio Massimo Zanzotto
2021	J	`jnl`	Lacking the embedding of a word? Look it up into a traditional dictionary. CoRR Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
2020	J	`jnl`	CYK Parsing over Distributed Representations. Algorithms Fabio Massimo Zanzotto, Giorgio Satta, Giordano Cristini
2020	J	`jnl`	GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. CoRR Fabio Massimo Zanzotto, Viviana Bono, Paola Vocca, Andrea Santilli, Danilo Croce, Giorgio Gambosi, Roberto Basili
2020	J	`jnl`	Hiding Your Face Is Not Enough: user identity linkage with image recognition. Soc. Netw. Anal. Min. Leonardo Ranaldi, Fabio Massimo Zanzotto
2020	—	`conf`	Injecting Designers' Knowledge in Conversational Neural Network Systems. NL4AI@AI*IA Giancarlo A. Xompero, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli
2020	—	`conf`	KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. EMNLP (1) Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi
2020	J	`jnl`	Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. Future Internet Dario Onorati, Pierfrancesco Tommasino, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
2020	—	`conf`	Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. XAI.it@AI*IA Fabio Massimo Zanzotto, Dario Onorati, Pierfrancesco Tommasino, Andrea Santilli, Leonardo Ranaldi, Francesca Fallucchi
2020	J	`jnl`	When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey. CoRR Antonio-Jesús Banegas-Luna, Jorge Peña-García, Adrian Iftene, Fiorella Guadagni, Patrizia Ferroni, Noemi Scarpato, Fabio Massimo Zanzotto, Andrés Bueno-Crespo, Horacio Pérez Sánchez
2019	—	`conf`	Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries. CLiC-it Simone Bruno, Silvia Maria Ansaldi, Patrizia Agnello, Fabio Massimo Zanzotto
2019	J	`jnl`	Symbolic, Distributed, and Distributional Representations for Natural Language Processing in the Era of Deep Learning: A Survey. Frontiers Robotics AI Lorenzo Ferrone, Fabio Massimo Zanzotto
2019	—	`conf`	Viewpoint: Human-In-The-Loop Artificial Intelligence. DDC@AI*IA Fabio Massimo Zanzotto
2019	J	`jnl`	Viewpoint: Human-in-the-loop Artificial Intelligence. J. Artif. Intell. Res. Fabio Massimo Zanzotto
2018	—	`conf`	SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons. SemEval@NAACL-HLT Fabio Massimo Zanzotto, Andrea Santilli
2017	B	`conf`	Can we explain natural language inference decisions taken with neural networks? Inference rules in distributed representations. IJCNN Fabio Massimo Zanzotto, Lorenzo Ferrone
2017	—	`conf`	Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach. NL4AI@AI*IA Fabio Massimo Zanzotto, Gioele Minardi, Dario Onorati, Gabriele Cocino, Andrea Formichetti
2017	J	`jnl`	Have You Lost the Thread? Discovering Ongoing Conversations in Scattered Dialog Blocks. ACM Trans. Interact. Intell. Syst. Fabio Massimo Zanzotto, Lorenzo Ferrone
2017	J	`jnl`	Human-in-the-loop Artificial Intelligence. CoRR Fabio Massimo Zanzotto
2017	J	`jnl`	Parsing with CYK over Distributed Representations: "Classical" Syntactic Parsing in the Novel Era of Neural Networks. CoRR Fabio Massimo Zanzotto, Giordano Cristini
2017	—	`conf`	RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression. IWBBIO (1) Fiorella Guadagni, Fabio Massimo Zanzotto, Noemi Scarpato, Alessandro Rullo, Silvia Riondino, Patrizia Ferroni, Mario Roselli
2017	J	`jnl`	Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey. CoRR Lorenzo Ferrone, Fabio Massimo Zanzotto
2015	—	`conf`	Decoding Distributed Tree Structures. SLSP Lorenzo Ferrone, Fabio Massimo Zanzotto, Xavier Carreras
2015	—	`conf`	Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches. CoCo@NIPS Grégory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio
2015	J	`jnl`	When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. Comput. Linguistics Fabio Massimo Zanzotto, Lorenzo Ferrone, Marco Baroni
2014	—	`conf`	Compositional Distributional Semantics Models in Chunk-based Smoothed Tree Kernels. *SEM@COLING Nghia The Pham, Lorenzo Ferrone, Fabio Massimo Zanzotto
2014	B	`conf`	Towards Syntax-aware Compositional Distributional Semantic Models. COLING Lorenzo Ferrone, Fabio Massimo Zanzotto
2014	—	`conf`	haLF: Comparing a Pure CDSM Approach with a Standard Machine Learning System for RTE. SemEval@COLING Lorenzo Ferrone, Fabio Massimo Zanzotto
2013	—	`conf`	Chatting to Personalize and Plan Cultural Itineraries. UMAP Workshops Antonio Sorgente, Nadia Brancati, Cristina Giannone, Fabio Massimo Zanzotto, Francesco Mele, Roberto Basili
2013	—	`conf`	Linear Compositional Distributional Semantics and Structural Kernels. JSSP Lorenzo Ferrone, Fabio Massimo Zanzotto
2013	—	`conf`	Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
2013	—	`book`	Recognizing Textual Entailment: Models and Applications Recognizing Textual Entailment Ido Dagan, Dan Roth, Mark Sammons, Fabio Massimo Zanzotto
2013	—	`conf`	SemEval-2013 Task 5: Evaluating Phrasal Semantics. SemEval@NAACL-HLT Ioannis Korkontzelos, Torsten Zesch, Fabio Massimo Zanzotto, Chris Biemann
2013	—	`ch.`	Senso Comune: A Collaborative Knowledge Resource for Italian. The People's Web Meets NLP Alessandro Oltramari, Guido Vetere, Isabella Chiari, Elisabetta Jezek, Fabio Massimo Zanzotto, Malvina Nissim, Aldo Gangemi
2013	—	`conf`	Transducing Sentences to Syntactic Feature Vectors: an Alternative Way to "Parse"? CVSM@ACL Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
2012	—	`ed.`	Brain Informatics - International Conference, BI 2012, Macau, China, December 4-7, 2012. Proceedings Brain Informatics Fabio Massimo Zanzotto, Shusaku Tsumoto, Niels Taatgen, Yiyu Yao
2012	J	`jnl`	Distributed Tree Kernels CoRR Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
2012	A*	`conf`	Distributed Tree Kernels. ICML Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
2012	—	`conf`	Parallels between Machine and Brain Decoding. Brain Informatics Lorenzo Dell'Arciprete, Brian Murphy, Fabio Massimo Zanzotto
2012	—	`conf`	Travel with Words: An Innovative Vision on Travelling. Web Intelligence/IAT Workshops Fabio Massimo Zanzotto, Alexandra Gabriela Tudorache
2011	J	`jnl`	Efficient Graph Kernels for Textual Entailment Recognition. Fundam. Informaticae Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete, Alessandro Moschitti
2011	J	`jnl`	Inductive probabilistic taxonomy learning using singular value decomposition. Nat. Lang. Eng. Francesca Fallucchi, Fabio Massimo Zanzotto
2011	A*	`conf`	Linguistic Redundancy in Twitter. EMNLP Fabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis
2011	J	`jnl`	Senso Comune, an Open Knowledge Base of Italian Language. Trait. Autom. des Langues Guido Vetere, Alessandro Oltramari, Isabella Chiari, Elisabetta Jezek, Laure Vieu, Fabio Massimo Zanzotto
2010	—	`conf`	Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts. Brain Informatics Fabio Massimo Zanzotto, Danilo Croce
2010	B	`conf`	Estimating Linear Models for Compositional Distributional Semantics. COLING Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, Suresh Manandhar
2010	—	`conf`	Expanding textual entailment corpora fromWikipedia using co-training. PWNLP@COLING Fabio Massimo Zanzotto, Marco Pennacchiotti
2010	B	`conf`	Generic Ontology Learners on Application Domains. LREC Francesca Fallucchi, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2010	—	`ed.`	Proceedings of TextGraphs@ACL 2010 Workshop on Graph-based Methods for Natural Language Processing, Uppsala, Sweden, July 16, 2010 TextGraphs@ACL Carmen Banea, Alessandro Moschitti, Swapna Somasundaran, Fabio Massimo Zanzotto
2010	—	`conf`	Syntactic/Semantic Structures for Textual Entailment Recognition. HLT-NAACL Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto
2010	—	`conf`	Transitivity in semantic relation learning. NLPKE Francesca Fallucchi, Fabio Massimo Zanzotto
2009	J	`jnl`	A machine learning approach to textual entailment recognition. Nat. Lang. Eng. Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti
2009	—	`conf`	Education with "Living Artworks" in Museums. CSEDU (1) Roberta Beccaceci, Francesca Fallucchi, Cristina Giannone, Francesca Spagnoulo, Fabio Massimo Zanzotto
2009	—	`conf`	Efficient Kernels for Sentence Pair Classification. RCRA@AI*IA Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
2009	A*	`conf`	Efficient kernels for sentence pair classification. EMNLP Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
2009	—	`conf`	Probabilistic Ontology Learner in Semantic Turkey. AI*IA Francesca Fallucchi, Noemi Scarpato, Armando Stellato, Fabio Massimo Zanzotto
2009	—	`ed.`	Proceedings of the 2009 Workshop on Applied Textual Inference, TextInfer@ACL 2009, Suntec, Singapore, August 6, 2009 TextInfer@ACL Chris Callison-Burch, Ido Dagan, Christopher D. Manning, Marco Pennacchiotti, Fabio Massimo Zanzotto
2009	—	`conf`	Reading What Machines " Brain Informatics Fabio Massimo Zanzotto, Danilo Croce
2009	—	`conf`	SemKer: Syntactic/Semantic Kernels for Recognizing Textual Entailment. TAC Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto
2009	Misc	`conf`	Singular Value Decomposition for Feature Selection in Taxonomy Learning. RANLP Francesca Fallucchi, Fabio Massimo Zanzotto
2008	—	`conf`	Natural Language Processing Across Time: An Empirical Investigation on Italian. GoTAL Marco Pennacchiotti, Fabio Massimo Zanzotto
2008	—	`conf`	PeMoZa Submission to TAC 2008. TAC Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti
2008	B	`conf`	Yet another Platform for Extracting Knowledge from Corpora. LREC Francesca Fallucchi, Fabio Massimo Zanzotto
2007	A*	`conf`	Fast and effective kernels for relational learning from texts. ICML Alessandro Moschitti, Fabio Massimo Zanzotto
2007	—	`conf`	Shallow Semantic in Fast Textual Entailment Rule Learners. ACL-PASCAL@ACL Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti
2006	B	`conf`	A Dependency-based Algorithm for Grammar Conversion. LREC Alessandro Bahgat Shehata, Fabio Massimo Zanzotto
2006	A*	`conf`	Automatic Learning of Textual Entailments with Cross-Pair Similarities. ACL Fabio Massimo Zanzotto, Alessandro Moschitti
2006	A*	`conf`	Discovering Asymmetric Entailment Relations between Verbs Using Selectional Preferences. ACL Fabio Massimo Zanzotto, Marco Pennacchiotti, Maria Teresa Pazienza
2006	C	`conf`	Discovering Verb Relations in Corpora: Distributional Versus Non-distributional Approaches. IEA/AIE Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2006	—	`conf`	Experimenting a "General Purpose" Textual Entailment Learner in AVE. CLEF Fabio Massimo Zanzotto, Alessandro Moschitti
2006	—	`conf`	Experimenting a "General Purpose" Textual Entailment Learner in AVE. CLEF (Working Notes) Fabio Massimo Zanzotto, Alessandro Moschitti
2006	B	`conf`	Mixing WordNet, VerbNet and PropBank for studying verb relations. LREC Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2005	—	`conf`	A Linguistic Inspection of Textual Entailment. AI*IA Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2005	C	`conf`	AI/NLP Technologies Applied to Spacecraft Mission Design. IEA/AIE Maria Teresa Pazienza, Marco Pennacchiotti, Michele Vindigni, Fabio Massimo Zanzotto
2005	—	`conf`	Discovering Entailment Relations Using "Textual Entailment Patterns". EMSEE@ACL Fabio Massimo Zanzotto, Maria Teresa Pazienza, Marco Pennacchiotti
2005	—	`conf`	Learning Textual Entailment on a Distance Feature Space. MLCW Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2005	—	`conf`	Ontology-driven Information Retrieval in FF-Poirot. SWAP Roberto Basili, Marco Cammisa, Maria Vittoria Marabello, Marco Pennacchiotti, Dario Saracino, Fabio Massimo Zanzotto
2004	B	`conf`	A Similarity Measure for Unsupervised Semantic Disambiguation. LREC Roberto Basili, Marco Cammisa, Fabio Massimo Zanzotto
2004	B	`conf`	A2Q: An Agent-based Architecure for Multilingual Q&A. LREC Roberto Basili, Nicola Lorusso, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2004	A	`conf`	Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge. ECAI Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2004	B	`conf`	Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text. LREC Louise Guthrie, Roberto Basili, Fabio Massimo Zanzotto, Kalina Bontcheva, Hamish Cunningham, David Guthrie, Jia Cui, Marco Cammisa, Jerry Cheng-Chieh Liu, Cassia Farria Martin, Kristiyan Haralambiev, Martin Holub, Klaus Macherey, Frederick Jelinek
2004	C	`conf`	Modelling Semantic Grid Knowledge Embedded in Documents. WETICE Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto
2004	C	`conf`	Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study. NLDB Paolo Atzeni, Roberto Basili, Dorte Haltrup Hansen, Paolo Missier, Patrizia Paggio, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2004	—	`conf`	Understanding the Web through its Language. Web Intelligence Roberto Basili, Michele Vindigni, Fabio Massimo Zanzotto
2003	Misc	`conf`	Inducing hyperlinking rules in text collections. RANLP Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2003	—	`conf`	Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction. Web Intelligence Roberto Basili, Michele Vindigni, Fabio Massimo Zanzotto
2003	J	`jnl`	Personalizing Web Publishing via Information Extraction. IEEE Intell. Syst. Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	A	`conf`	Acquisition of conceptual domain dictionaries via decision tree learning. ECAI Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	B	`conf`	Decision Trees as Explicit Domain Term Definitions. COLING Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2002	J	`jnl`	Parsing engineering and empirical robustness. Nat. Lang. Eng. Roberto Basili, Fabio Massimo Zanzotto
2002	—	`conf`	Web-Based Information Access: Multilingual Automatic Authoring. ITCC Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2001	—	`conf`	Flexible Parsing Architectures for NLP Applications. AI*IA Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2001	—	`conf`	Multilingual Authoring: the NAMIC Approach. HTLKM@ACL Roberto Basili, Roberta Catizone, Lluís Padró, Maria Teresa Pazienza, German Rigau, Andrea Setzer, Nick Webb, Yorick Wilks, Fabio Massimo Zanzotto
2000	—	`conf`	Customizable Modular Lexicalized Parsing. IWPT Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto
2000	B	`conf`	Tuning Lexicons to New Operational Scenarios. LREC Roberto Basili, Maria Teresa Pazienza, Michele Vindigni, Fabio Massimo Zanzotto
1998	A	`conf`	Efficient Parsing for Information Extraction. ECAI Roberto Basili, Maria Teresa Pazienza, Fabio Massimo Zanzotto