Searching treebanks for functional constraints: cross-lingual experiments in grammatical relation assignment. - Felice Dell'Orletta; Alessandro Lenci; Simonetta Montemagni; Vito Pirrelli (LREC, 2006)

Multilingual Dependency Parsing and Domain Adaptation using DeSR. - Giuseppe Attardi; Felice Dell'Orletta; Maria Simi; Atanas Chanev; Massimiliano Ciaramita (EMNLP-CoNLL, 2007)

DeSRL: A Linear-Time Semantic Role Labeling System. - Massimiliano Ciaramita; Giuseppe Attardi; Felice Dell'Orletta; Mihai Surdeanu (CoNLL, 2008)

Improving the accuracy of Natural Language Dependency Parsing. - Felice Dell'Orletta (2008)

TETI: a TimeML compliant TimEx tagger for Italian. - Tommaso Caselli; Felice Dell'Orletta; Irina Prodanof (IMCSIT, 2009)

Reverse Revision and Linear Tree Combination for Dependency Parsing. - Giuseppe Attardi; Felice Dell'Orletta (HLT-NAACL (Short Papers), 2009)

Temporal Relations with Signals: The Case of Italian Temporal Prepositions. - Tommaso Caselli; Felice Dell'Orletta; Irina Prodanof (TIME, 2009)

A Contrastive Approach to Multi-word Extraction from Domain-specific Corpora. - Francesca Bonin; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (LREC, 2010)

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 001; et al. (LREC, 2010)

Improvements in Parsing the Index Thomisticus Treebank. Revision, Combination and a Feature Model for Medieval Latin. - Marco Passarotti; Felice Dell'Orletta (LREC, 2010)

Contrastive Filtering of Domain-Specific Multi-Word Terms from Different Types of Corpora. - Francesca Bonin; Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (MWE@COLING, 2010)

ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses. - Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (CoNLL, 2011)

Domain Adaptation for Dependency Parsing at Evalita 2011. - Felice Dell'Orletta; Simone Marchi; Simonetta Montemagni; Giulia Venturi; Tommaso Agnoloni; Enrico Francesconi (EVALITA, 2011)

READ-IT: Assessing Readability of Italian Texts with a View to Text Simplification. - Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (SLPAT, 2011)

Linguistic Profiling based on General-purpose Features and Native Language Identification. - Andrea Cimino; Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (BEA@NAACL-HLT, 2013)

Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain. - Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (BioNLP@ACL, 2013)

Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose. - Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (RANLP, 2013)

Mining commonalities and variabilities from natural language documents. - Alessio Ferrari 001; Giorgio Oronzo Spagnolo; Felice Dell'Orletta (SPLC, 2013)

Automatic extraction of function-behaviour-state information from patents. - Gualtiero Fantoni; Riccardo Apreda; Felice Dell'Orletta; M. Monge (Adv. Eng. Informatics, 2013)

Selección de los arcos correctos basada en información lingüística para análisis sintáctico de dependencias. - Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (Computación y Sistemas, 2013)

The PAISÀ Corpus of Italian Web Texts. - Verena Lyding; Egon Stemle; Claudia Borghetti; Marco Brunello; Sara Castagnoli; Felice Dell'Orletta; Henrik Dittmann; Alessandro Lenci; Vito Pirrelli (WaC@EACL, 2014)

Assessing the Readability of Sentences: Which Corpora and Features? - Felice Dell'Orletta; Martijn Wieling 001; Giulia Venturi; Andrea Cimino; Simonetta Montemagni (BEA@ACL, 2014)

T2K^2: a System for Automatically Extracting and Organizing Knowledge from Texts. - Felice Dell'Orletta; Giulia Venturi; Andrea Cimino; Simonetta Montemagni (LREC, 2014)

Measuring and Improving the Completeness of Natural Language Requirements. - Alessio Ferrari 001; Felice Dell'Orletta; Giorgio Oronzo Spagnolo; Stefania Gnesi (REFSQ, 2014)

NLP-Based Readability Assessment of Health-Related Texts: a Case Study on Italian Informed Consent Forms. - Giulia Venturi; Tommaso Bellandi; Felice Dell'Orletta; Simonetta Montemagni (Louhi@EMNLP, 2015)

Design and Annotation of the First Italian Corpus for Text Simplification. - Dominique Brunato; Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (LAW@NAACL-HLT, 2015)

CMT and FDE: tools to bridge the gap between natural language documents and feature diagrams. - Alessio Ferrari 001; Giorgio Oronzo Spagnolo; Stefania Gnesi; Felice Dell'Orletta (SPLC, 2015)

Crisis Mapping During Natural Disasters via Text Analysis of Social Media Messages. - Stefano Cresci; Andrea Cimino; Felice Dell'Orletta; Maurizio Tesconi (WISE (2), 2015)

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 (WWW (Companion Volume), 2015)

State of the Art Language Technologies for Italian: The EVALITA 2014 Perspective. - Giuseppe Attardi; Valerio Basile; Cristina Bosco; Tommaso Caselli; Felice Dell'Orletta; Simonetta Montemagni; Viviana Patti; Maria Simi; Rachele Sprugnoli (Intelligenza Artificiale, 2015)

Building the state-of-the-art in POS tagging of Italian Tweets. - Andrea Cimino; Felice Dell'Orletta (CLiC-it/EVALITA, 2016)

Tandem LSTM-SVM Approach for Sentiment Analysis. - Andrea Cimino; Felice Dell'Orletta (CLiC-it/EVALITA, 2016)

La Leggibilità dei Testi di Ambito Medico rivolti al Paziente: il Caso dei Bugiardini di Farmaci Senza Obbligo di Prescrizione Medica (Readability of Medical Texts for Patients: a Case Study on Information Leaflets of Drugs without Obligation of Medical Prescription). - Franca Orletti; Felice Dell'Orletta; Rossella Iovino (CLiC-it/EVALITA, 2016)

Studio sull'Ordine dei Costituenti nel Confronto tra Generi e Complessità (Analysis of Constituents Order Across Textual Genres and Complexity). - Giulia Pieri; Dominique Brunato; Felice Dell'Orletta (CLiC-it/EVALITA, 2016)

Dieci sfumature di marcatezza sintattica: verso una nozione computazionale di complessità (Ten Shades of Syntactic Markedness: Towards a Computational Notion of Complexity). - Erica Tusa; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (CLiC-it/EVALITA, 2016)

PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification. - Dominique Brunato; Andrea Cimino; Felice Dell'Orletta; Giulia Venturi (EMNLP, 2016)

CItA: an L1 Italian Learners Corpus to Study the Development of Writing Competence. - Alessia Barbagli; Pietro Lucisano; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (LREC, 2016)

Stacked Sentence-Document Classifier Approach for Improving Native Language Identification. - Andrea Cimino; Felice Dell'Orletta (BEA@EMNLP, 2017)

Identifying Predictive Features for Textual Genre Classification: the Key Role of Syntax. - Andrea Cimino; Martijn Wieling 001; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (CLiC-it, 2017)

Stylometry in Computer-Assisted Translation: Experiments on the Babylonian Talmud. - Emiliano Giovannetti; Davide Albanesi; Andrea Bellandi; David Dattilo; Felice Dell'Orletta (CLiC-it, 2017)

On the order of Words in Italian: a Study on Genre vs Complexity. - Dominique Brunato; Felice Dell'Orletta (DepLing, 2017)

Cross-Media Learning for Image Sentiment Analysis in the Wild. - Lucia Vadicamo; Fabio Carrara; Andrea Cimino; Stefano Cresci; Felice Dell'Orletta; Fabrizio Falchi; Maurizio Tesconi (ICCV Workshops, 2017)

Hate Me, Hate Me Not: Hate Speech Detection on Facebook. - Fabio Del Vigna; Andrea Cimino; Felice Dell'Orletta; Marinella Petrocchi; Maurizio Tesconi (ITASEC, 2017)

Natural Language Requirements Processing: A 4D Vision. - Alessio Ferrari 001; Felice Dell'Orletta; Andrea Esuli; Vincenzo Gervasi; Stefania Gnesi (IEEE Softw., 2017)

Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank. - Chiara Alzetta; Felice Dell'Orletta; Simonetta Montemagni; Maria Simi; Giulia Venturi (UDW@EMNLP, 2018)

Multi-Task Learning in Deep Neural Network for Sentiment Polarity and Irony classification. - Lorenzo De Mattei; Andrea Cimino; Felice Dell'Orletta (NL4AI@AI*IA, 2018)

DARC-IT: a DAtaset for Reading Comprehension in ITalian. - Dominique Brunato; Martina Valeriani; Felice Dell'Orletta (CLiC-it, 2018)

A NLP-based Analysis of Reflective Writings by Italian Teachers. - Giulia Chiriatti; Valentina Della Gala; Felice Dell'Orletta; Simonetta Montemagni; Maria Chiara Pettenati; Maria-Teresa Sagri; Giulia Venturi (CLiC-it, 2018)

Sentences and Documents in Native Language Identification. - Andrea Cimino; Felice Dell'Orletta; Dominique Brunato; Giulia Venturi (CLiC-it, 2018)

Gender and Genre Linguistic Profiling: A Case Study on Female and Male Journalistic and Diary Prose. - Eleonora Cocciu; Dominique Brunato; Giulia Venturi; Felice Dell'Orletta (CLiC-it, 2018)

The CHROME Manifesto: Integrating Multimodal Data into Cultural Heritage Resources. - Francesco Cutugno; Felice Dell'Orletta; Isabella Poggi; Renata Savy; Antonio Sorgente (CLiC-it, 2018)

Lexicon and Syntax: Complexity across Genres and Language Varieties. - Pietro Dell'Oglio; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2018)

Italian in the Trenches: Linguistic Annotation and Analysis of Texts of the Great War. - Irene De Felice; Felice Dell'Orletta; Giulia Venturi; Alessandro Lenci; Simonetta Montemagni (CLiC-it, 2018)

Word Embeddings in Sentiment Analysis. - Ruggero Petrolito; Felice Dell'Orletta (CLiC-it, 2018)

Is this Sentence Difficult? Do you Agree? - Dominique Brunato; Lorenzo De Mattei; Felice Dell'Orletta; Benedetta Iavarone; Giulia Venturi (EMNLP, 2018)

Overview of the EVALITA 2018 Hate Speech Detection Task. - Cristina Bosco; Felice Dell'Orletta; Fabio Poletto; Manuela Sanguinetti; Maurizio Tesconi (EVALITA@CLiC-it, 2018)

Multi-task Learning in Deep Neural Networks at EVALITA 2018. - Andrea Cimino; Lorenzo De Mattei; Felice Dell'Orletta (EVALITA@CLiC-it, 2018)

Overview of the EVALITA 2018 Cross-Genre Gender Prediction (GxG) Task. - Felice Dell'Orletta; Malvina Nissim (EVALITA@CLiC-it, 2018)

Real-World Witness Detection in Social Media via Hybrid Crowdsensing. - Stefano Cresci; Andrea Cimino; Marco Avvenuti; Maurizio Tesconi; Felice Dell'Orletta (ICWSM, 2018)

Extracting Dependency Relations from Digital Learning Content. - Giovanni Adorni; Felice Dell'Orletta; Frosina Koceva; Ilaria Torre 001; Giulia Venturi (IRCDL, 2018)

Universal Dependencies and Quantitative Typological Trends. A Case Study on Word Order. - Chiara Alzetta; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (LREC, 2018)

Dangerous Relations in Dependency Treebanks. - Chiara Alzetta; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi (TLT, 2018)

Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian. - Alessio Miaschi; Chiara Alzetta; Franco Alberto Cardillo; Felice Dell'Orletta (BEA@ACL, 2019)

A Hierarchical Neural Network Approach for Bots and Gender Profiling. - Andrea Cimino; Felice Dell'Orletta (CLEF (Working Notes), 2019)

Prerequisite or Not Prerequisite? That's the Problem! An NLP-based Approach for Concept Prerequisite Learning. - Chiara Alzetta; Alessio Miaschi; Giovanni Adorni; Felice Dell'Orletta; Frosina Koceva; Samuele Passalacqua; Ilaria Torre 001 (CLiC-it, 2019)

Lost in Text. A Cross-Genre Analysis of Linguistic Phenomena within Text. - Chiara Buongiovanni; Francesco Gracci; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2019)

What Makes a Review helpful? Predicting the Helpfulness of Italian TripAdvisor Reviews. - Giulia Chiriatti; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2019)

Building an Italian Written-Spoken Parallel Corpus: a Pilot Study. - Elisa Dominutti; Lucia Pifferi; Felice Dell'Orletta; Simonetta Montemagni; Valeria Quochi (CLiC-it, 2019)

Italian and English Sentence Simplification: How Many Differences? - Martina Fieromonte; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2019)

Quanti anni hai? Age Identification for Italian. - Aleksandra Maslennikova; Paolo Labruna; Andrea Cimino; Felice Dell'Orletta (CLiC-it, 2019)

Tracking the Evolution of Written Language Competence in L2 Spanish Learners. - Alessio Miaschi; Sam Davidson; Dominique Brunato; Felice Dell'Orletta; Kenji Sagae; Claudia H. Sanchez Gutierrez; Giulia Venturi (BEA@ACL, 2020)

Quantitative Linguistic Investigations across Universal Dependencies Treebanks. - Chiara Alzetta; Felice Dell'Orletta; Simonetta Montemagni; Petya Osenova; Kiril Simov; Giulia Venturi (CLiC-it, 2020)

A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare. - Luca Bacco; Andrea Cimino; Luca Paulon; Mario Merone; Felice Dell'Orletta (CLiC-it, 2020)

Predicting Movie-elicited Emotions from Dialogue in Screenplay Text: A Study on "Forrest Gump". - Benedetta Iavarone; Felice Dell'Orletta (CLiC-it, 2020)

The Style of a Successful Story: a Computational Study on the Fanfiction Genre. - Andrea Mattei; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2020)

GePpeTto Carves Italian into a Language Model. - Lorenzo De Mattei; Michele Cafagna; Felice Dell'Orletta; Malvina Nissim; Marco Guerini (CLiC-it, 2020)

Is Neural Language Model Perplexity Related to Readability? - Alessio Miaschi; Chiara Alzetta; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2020)

Italian Transformers Under the Linguistic Lens. - Alessio Miaschi; Gabriele Sarti; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2020)

Exploring Attention in a Multimodal Corpus of Guided Tours. - Andrea Amelio Ravelli; Antonio Origlia; Felice Dell'Orletta (CLiC-it, 2020)

Linguistic Profiling of a Neural Language Model. - Alessio Miaschi; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (COLING, 2020)

PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for Italian. - Chiara Alzetta; Alessio Miaschi; Felice Dell'Orletta; Frosina Koceva; Ilaria Torre 001 (EVALITA, 2020)

AcCompl-it @ EVALITA2020: Overview of the Acceptability & Complexity Evaluation Task for Italian. - Dominique Brunato; Cristiano Chesi; Felice Dell'Orletta; Simonetta Montemagni; Giulia Venturi; Roberto Zamparelli (EVALITA, 2020)

TAG-it @ EVALITA2020: Overview of the Topic, Age, and Gender Prediction Task for Italian. - Andrea Cimino; Felice Dell'Orletta; Malvina Nissim (EVALITA, 2020)

CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerate (short paper). - Lorenzo De Mattei; Michele Cafagna; Felice Dell'Orletta; Malvina Nissim; Albert Gatt (EVALITA, 2020)

"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 (LREC, 2020)

Profiling-UD: a Tool for Linguistic Profiling of Texts. - Dominique Brunato; Andrea Cimino; Felice Dell'Orletta; Giulia Venturi; Simonetta Montemagni (LREC, 2020)

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 (LREC, 2020)

Using NLP to Support Terminology Extraction and Domain Scoping: Report on the H2020 DESIRA Project. - Manlio Bacco; Gianluca Brunori; Felice Dell'Orletta; Alessio Ferrari 001 (REFSQ Workshops, 2020)

Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation. - Alessio Miaschi; Felice Dell'Orletta (RepL4NLP@ACL, 2020)

Verbal Communication in Robotics: A Study on Salient Terms, Research Fields and Trends in the Last Decades Based on a Computational Linguistic Analysis. - Alessandro Marin Vargas; Lorenzo Cominelli; Felice Dell'Orletta; Enzo Pasquale Scilingo (Frontiers Comput. Sci., 2020)

Sentence Complexity in Context. - Benedetta Iavarone; Dominique Brunato; Felice Dell'Orletta (CMLS, 2021)

That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models. - Gabriele Sarti; Dominique Brunato; Felice Dell'Orletta (CMLS, 2021)

What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity. - Alessio Miaschi; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (DeeLIO@NAACL-HLT, 2021)

How Do BERT Embeddings Organize Linguistic Knowledge? - Giovanni Puccetti 002; Alessio Miaschi; Felice Dell'Orletta (DeeLIO@NAACL-HLT, 2021)

Evaluating Transformer Models for Punctuation Restoration in Italian. - Alessio Miaschi; Andrea Amelio Ravelli; Felice Dell'Orletta (NL4AI@AI*IA, 2021)

Punctuation Restoration in Spoken Italian Transcripts with Transformers. - Alessio Miaschi; Andrea Amelio Ravelli; Felice Dell'Orletta (AI*IA, 2021)

Quale testo è scritto meglio? A Study on Italian Native Speakers' Perception of Writing Quality. - Aldo Cerulli; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2021)

Trattamento automatico della lingua a supporto dell'editoria: primi esperimenti con il Devoto-Oli Junior (Automatic Language Treatment to Support Publishing: First Experiments with the Devoto-Oli Junior). - Irene Dini; Felice Dell'Orletta; Fabio Ferri; Biancamaria Gismondi; Simonetta Montemagni (CLiC-it, 2021)

Probing Tasks Under Pressure. - Alessio Miaschi; Chiara Alzetta; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (CLiC-it, 2021)

Audience Engagement Prediction in Guided Tours through Multimodal Features. - Andrea Amelio Ravelli; Andrea Cimino; Felice Dell'Orletta (CLiC-it, 2021)

Extractive Summarization for Explainable Sentiment Analysis using Transformers. - Luca Bacco; Andrea Cimino; Felice Dell'Orletta; Mario Merone (DeepOntoNLP/X-SENTIMENT@ESWC, 2021)

Text mining tool for translating terms of contract into technical specifications: Development and application in the railway sector. - Gualtiero Fantoni; Elena Coli; Filippo Chiarello; Riccardo Apreda; Felice Dell'Orletta; Guido Pratelli (Comput. Ind., 2021)

On the interaction of automatic evaluation and task framing in headline style transfer. - Lorenzo De Mattei; Michele Cafagna; Huiyuan Lai; Felice Dell'Orletta; Malvina Nissim; Albert Gatt (CoRR, 2021)

What Makes the Audience Engaged? Engagement Prediction Exploiting Multimodal Features. - Daniele Borghesi; Andrea Amelio Ravelli; Felice Dell'Orletta (NL4AI@AI*IA, 2022)

Evaluating Text-To-Text Framework for Topic and Style Classification of Italian texts. - Michele Papucci; Chiara De Nigris; Alessio Miaschi; Felice Dell'Orletta (NL4AI@AI*IA, 2022)

How about Time? Probing a Multilingual Language Model for Temporal Relations. - Tommaso Caselli; Irene Dini; Felice Dell'Orletta (COLING, 2022)

On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence. - Federica Merendi; Felice Dell'Orletta; Giulia Venturi (COLING, 2022)

Outlier Dimensions that Disrupt Transformers are Driven by Frequency. - Giovanni Puccetti 002; Anna Rogers; Aleksandr Drozd; Felice Dell'Orletta (EMNLP (Findings), 2022)

SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge. - Roberto Zamparelli; Shammur A. Chowdhury; Dominique Brunato; Cristiano Chesi; Felice Dell'Orletta; Md. Arid Hasan; Giulia Venturi (SemEval@NAACL, 2022)

Outliers Dimensions that Disrupt Transformers Are Driven by Frequency. - Giovanni Puccetti 002; Anna Rogers; Aleksandr Drozd; Felice Dell'Orletta (CoRR, 2022)

Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages. - Dominique Brunato; Felice Dell'Orletta; Irene Dini; Andrea Amelio Ravelli (ACL (Findings), 2023)

Unmasking the Wordsmith: Revealing Author Identity through Reader Reviews. - Chiara Alzetta; Felice Dell'Orletta; Chiara Fazzone; Alessio Miaschi; Giulia Venturi (CLiC-it, 2023)

Unraveling Text Coherence from the Human Perspective: a Novel Dataset for Italian. - Federica Papa; Luca Dini; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2023)

Lost in Labels: An Ongoing Quest to Optimize Text-to-Text Label Selection for Classification. - Michele Papucci; Alessio Miaschi; Felice Dell'Orletta (CLiC-it, 2023)

LangLearn at EVALITA 2023: Overview of the Language Learning Development Task. - Chiara Alzetta; Dominique Brunato; Felice Dell'Orletta; Alessio Miaschi; Kenji Sagae; Claudia H. Sánchez Gutiérrez; Giulia Venturi (EVALITA, 2023)

DisCoTex at EVALITA 2023: Overview of the Assessing DIScourse COherence in Italian TEXts task. - Dominique Brunato; Davide Colla; Felice Dell'Orletta; Irene Dini; Daniele Paolo Radicioni; Andrea Amelio Ravelli (EVALITA, 2023)

Natural Language Processing in Healthcare: A Bird's Eye View (short paper). - Luca Bacco; Felice Dell'Orletta; Mario Merone (NL4AI@AI*IA, 2023)

Testing the Effectiveness of the Diagnostic Probing Paradigm on Italian Treebanks. - Alessio Miaschi; Chiara Alzetta; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (Inf., 2023)

On the instability of further pre-training: Does a single sentence matter to BERT? - Luca Bacco; Gosse Minnema; Tommaso Caselli; Felice Dell'Orletta; Mario Merone; Malvina Nissim (Nat. Lang. Process. J., 2023)

On Robustness and Sensitivity of a Neural Language Model: A Case Study on Italian L1 Learner Errors. - Alessio Miaschi; Dominique Brunato; Felice Dell'Orletta; Giulia Venturi (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations. - Luca Bacco; Felice Dell'Orletta; Huiyuan Lai; Mario Merone; Malvina Nissim (Expert Syst. Appl., 2023)

AI 'News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian. - Giovanni Puccetti 002; Anna Rogers; Chiara Alzetta; Felice Dell'Orletta; Andrea Esuli (ACL (1), 2024)

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 (ACL (Findings), 2024)

SimilEx: The First Italian Dataset for Sentence Similarity with Natural Language Explanations. - Chiara Alzetta; Felice Dell'Orletta; Chiara Fazzone; Giulia Venturi (CLiC-it, 2024)

Controllable Text Generation to Evaluate Linguistic Abilities of Italian LLMs. - Cristiano Ciaccio; Felice Dell'Orletta; Alessio Miaschi; Giulia Venturi (CLiC-it, 2024)

Hits or Misses? A Linguistically Explainable Formula for Fanfiction Success. - Giulio Leonardi; Dominique Brunato; Felice Dell'Orletta (CLiC-it, 2024)

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It). - Alessio Miaschi; Felice Dell'Orletta; Giulia Venturi (LREC/COLING, 2024)

Evaluating Large Language Models via Linguistic Profiling. - Alessio Miaschi; Felice Dell'Orletta; Giulia Venturi (EMNLP, 2024)

Fantastic Labels and Where to Find Them: Attention-Based Label Selection for Text-to-Text Classification. - Michele Papucci; Alessio Miaschi; Felice Dell'Orletta (NL4AI@AI*IA, 2024)

Coherence Evaluation in Italian Language Models. - Marta Sartor; Felice Dell'Orletta; Giulia Venturi (NL4AI@AI*IA, 2024)

T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews. - Quim Motger; Alessio Miaschi; Felice Dell'Orletta; Xavier Franch; Jordi Marco (SANER, 2024)

From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain. - Agnese Bonfigli; Luca Bacco; Mario Merone; Felice Dell'Orletta (Artif. Intell. Medicine, 2024)

The linguistic structure of an emotional text influences the sympathetic activity and the speech prosody of the reader. - Benedetta Iavarone; Maria Sole Morelli; Dominique Brunato; Shadi Ghiasi; Enzo Pasquale Scilingo; Nicola Vanello; Felice Dell'Orletta; Alberto Greco 001 (Biomed. Signal Process. Control., 2024)

Leveraging Large Language Models for Mobile App Review Feature Extraction. - Quim Motger; Alessio Miaschi; Felice Dell'Orletta; Xavier Franch; Jordi Marco (CoRR, 2024)

Tell me how you write and I'll tell you what you read: a study on the writing style of book reviews. - Chiara Alzetta; Felice Dell'Orletta; Alessio Miaschi; Elena Prat; Giulia Venturi (J. Documentation, 2024)

Evaluating Lexical Proficiency in Neural Language Models. - Cristiano Ciaccio; Alessio Miaschi; Felice Dell'Orletta (ACL (1), 2025)

Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models. - Cristiano Ciaccio; Marta Sartor; Alessio Miaschi; Felice Dell'Orletta (ACL (Findings), 2025)

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 (ACL (1), 2025)

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors. - Andrea Pedrotti; Michele Papucci; Cristiano Ciaccio; Alessio Miaschi; Giovanni Puccetti 002; Felice Dell'Orletta; Andrea Esuli (ACL (Findings), 2025)

TEXT-CAKE: Challenging Language Models on Local Text Coherence. - Luca Dini; Dominique Brunato; Felice Dell'Orletta; Tommaso Caselli (COLING, 2025)

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. - Luca Moroni; Giovanni Puccetti 002; Pere-Lluís Huguet Cabot; Andrei Stefan Bejgu; Alessio Miaschi; Edoardo Barba; Felice Dell'Orletta; Andrea Esuli; Roberto Navigli (NAACL (Findings), 2025)

Contextualized Counterspeech: Strategies for Adaptation, Personalization, and Evaluation. - Lorenzo Cima; Alessio Miaschi; Amaury Trujillo; Marco Avvenuti; Felice Dell'Orletta; Stefano Cresci (WWW, 2025)

Efficient multi-task learning with instance selection for biomedical NLP. - Agnese Bonfigli; Luca Bacco; Leandro Pecchia; Mario Merone; Felice Dell'Orletta (Comput. Biol. Medicine, 2025)

In the eyes of a language model: A comprehensive examination through eye-tracking data. - Luca Dini; Luca Moroni; Dominique Brunato; Felice Dell'Orletta (Neurocomputing, 2025)

Cross-lingual distillation for domain knowledge transfer with sentence transformers. - Ruben Piperno; Luca Bacco; Felice Dell'Orletta; Mario Merone; Leandro Pecchia (Knowl. Based Syst., 2025)

Leveraging encoder-only large language models for mobile app review feature extraction. - Quim Motger; Alessio Miaschi; Felice Dell'Orletta; Xavier Franch; Jordi Marco (Empir. Softw. Eng., 2025)