| 2026 | CoNLL | Linguistic Profiling of Transformer Embedding Geometry. | Lucia Domenichelli, Dominique Brunato, Felice Dell'Orletta |
| 2026 | LREC | Controllable Sentence Simplification in Italian: Fine-Tuning Large Language Models on Automatically Generated Resources. | Michele Papucci, Giulia Venturi, Felice Dell'Orletta |
| 2025 | ACL | Evaluating Lexical Proficiency in Neural Language Models. | Cristiano Ciaccio, Alessio Miaschi, Felice Dell'Orletta |
| 2025 | ACL | Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models. | Cristiano Ciaccio, Marta Sartor, Alessio Miaschi, Felice Dell'Orletta |
| 2025 | ACL | From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models. | Luca Dini, Lucia Domenichelli, Dominique Brunato, Felice Dell'Orletta |
| 2025 | ACL | Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors. | Andrea Pedrotti, Michele Papucci, Cristiano Ciaccio, Alessio Miaschi, Giovanni Puccetti, Felice Dell'Orletta, Andrea Esuli |
| 2025 | COLING | TEXT-CAKE: Challenging Language Models on Local Text Coherence. | Luca Dini, Dominique Brunato, Felice Dell'Orletta, Tommaso Caselli |
| 2025 | NAACL | Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. | Luca Moroni, Giovanni Puccetti, Pere-Llus Huguet Cabot, Andrei Stefan Bejgu, Alessio Miaschi, Edoardo Barba, Felice Dell'Orletta, Andrea Esuli, Roberto Navigli |
| 2025 | WWW | Contextualized Counterspeech: Strategies for Adaptation, Personalization, and Evaluation. | Lorenzo Cima, Alessio Miaschi, Amaury Trujillo, Marco Avvenuti, Felice Dell'Orletta, Stefano Cresci |
| 2024 | ACL | AI 'News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian. | Giovanni Puccetti, Anna Rogers, Chiara Alzetta, Felice Dell'Orletta, Andrea Esuli |
| 2024 | ACL | Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models. | Daniela Occhipinti, Michele Marchi, Irene Mondella, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Marco Guerini |
| 2024 | COLING | Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It). | Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi |
| 2024 | EMNLP | Evaluating Large Language Models via Linguistic Profiling. | Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi |
| 2023 | ACL | Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages. | Dominique Brunato, Felice Dell'Orletta, Irene Dini, Andrea Amelio Ravelli |
| 2022 | COLING | How about Time? Probing a Multilingual Language Model for Temporal Relations. | Tommaso Caselli, Irene Dini, Felice Dell'Orletta |
| 2022 | COLING | On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence. | Federica Merendi, Felice Dell'Orletta, Giulia Venturi |
| 2022 | EMNLP | Outlier Dimensions that Disrupt Transformers are Driven by Frequency. | Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta |
| 2020 | COLING | Linguistic Profiling of a Neural Language Model. | Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi |
| 2020 | LREC | "Voices of the Great War": A Richly Annotated Corpus of Italian Texts on the First World War. | Federico Boschetti, Irene De Felice, Stefano Dei Rossi, Felice Dell'Orletta, Michele Di Giorgio, Martina Miliani, Lucia C. Passaro, Angelica Puddu, Giulia Venturi, Nicola Labanca, Alessandro Lenci, Simonetta Montemagni |
| 2020 | LREC | Profiling-UD: a Tool for Linguistic Profiling of Texts. | Dominique Brunato, Andrea Cimino, Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni |
| 2020 | LREC | Invisible to People but not to Machines: Evaluation of Style-aware HeadlineGeneration in Absence of Reliable Human Judgment. | Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim |
| 2020 | REFSQ | Using NLP to Support Terminology Extraction and Domain Scoping: Report on the H2020 DESIRA Project. | Manlio Bacco, Gianluca Brunori, Felice Dell'Orletta, Alessio Ferrari |
| 2018 | EMNLP | Is this Sentence Difficult? Do you Agree? | Dominique Brunato, Lorenzo De Mattei, Felice Dell'Orletta, Benedetta Iavarone, Giulia Venturi |
| 2018 | ICWSM | Real-World Witness Detection in Social Media via Hybrid Crowdsensing. | Stefano Cresci, Andrea Cimino, Marco Avvenuti, Maurizio Tesconi, Felice Dell'Orletta |
| 2018 | LREC | Universal Dependencies and Quantitative Typological Trends. A Case Study on Word Order. | Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi |
| 2016 | EMNLP | PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification. | Dominique Brunato, Andrea Cimino, Felice Dell'Orletta, Giulia Venturi |
| 2016 | LREC | CItA: an L1 Italian Learners Corpus to Study the Development of Writing Competence. | Alessia Barbagli, Pietro Lucisano, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi |
| 2015 | WWW | A Linguistically-driven Approach to Cross-Event Damage Assessment of Natural Disasters from Social Media Messages. | Stefano Cresci, Maurizio Tesconi, Andrea Cimino, Felice Dell'Orletta |
| 2015 | WISE | Crisis Mapping During Natural Disasters via Text Analysis of Social Media Messages. | Stefano Cresci, Andrea Cimino, Felice Dell'Orletta, Maurizio Tesconi |
| 2015 | SPLC | CMT and FDE: tools to bridge the gap between natural language documents and feature diagrams. | Alessio Ferrari, Giorgio Oronzo Spagnolo, Stefania Gnesi, Felice Dell'Orletta |
| 2014 | LREC | T2K^2: a System for Automatically Extracting and Organizing Knowledge from Texts. | Felice Dell'Orletta, Giulia Venturi, Andrea Cimino, Simonetta Montemagni |
| 2014 | REFSQ | Measuring and Improving the Completeness of Natural Language Requirements. | Alessio Ferrari, Felice Dell'Orletta, Giorgio Oronzo Spagnolo, Stefania Gnesi |
| 2013 | RANLP | Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose. | Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi |
| 2013 | SPLC | Mining commonalities and variabilities from natural language documents. | Alessio Ferrari, Giorgio Oronzo Spagnolo, Felice Dell'Orletta |
| 2011 | CoNLL | ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses. | Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni |
| 2010 | LREC | A Contrastive Approach to Multi-word Extraction from Domain-specific Corpora. | Francesca Bonin, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi |
| 2010 | LREC | Comparing the Influence of Different Treebank Annotations on Dependency Parsing. | Cristina Bosco, Simonetta Montemagni, Alessandro Mazzei, Vincenzo Lombardo, Felice Dell'Orletta, Alessandro Lenci, Leonardo Lesmo, Giuseppe Attardi, Maria Simi, Alberto Lavelli, Johan Hall, Jens Nilsson, Joakim Nivre |
| 2010 | LREC | Improvements in Parsing the Index Thomisticus Treebank. Revision, Combination and a Feature Model for Medieval Latin. | Marco Passarotti, Felice Dell'Orletta |
| 2009 | NAACL | Reverse Revision and Linear Tree Combination for Dependency Parsing. | Giuseppe Attardi, Felice Dell'Orletta |
| 2009 | TIME | Temporal Relations with Signals: The Case of Italian Temporal Prepositions. | Tommaso Caselli, Felice Dell'Orletta, Irina Prodanof |
| 2008 | CoNLL | DeSRL: A Linear-Time Semantic Role Labeling System. | Massimiliano Ciaramita, Giuseppe Attardi, Felice Dell'Orletta, Mihai Surdeanu |
| 2007 | EMNLP | Multilingual Dependency Parsing and Domain Adaptation using DeSR. | Giuseppe Attardi, Felice Dell'Orletta, Maria Simi, Atanas Chanev, Massimiliano Ciaramita |
| 2006 | LREC | Searching treebanks for functional constraints: cross-lingual experiments in grammatical relation assignment. | Felice Dell'Orletta, Alessandro Lenci, Simonetta Montemagni, Vito Pirrelli |