Felice Dell'Orletta

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 102

Top Venues

Publications

Daniela Occhipinti, Michele Marchi, Irene Mondella, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Marco Guerini
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models. ACL (Findings) (2024)
Benedetta Iavarone, Maria Sole Morelli, Dominique Brunato, Shadi Ghiasi, Enzo Pasquale Scilingo, Nicola Vanello, Felice Dell'Orletta, Alberto Greco
The linguistic structure of an emotional text influences the sympathetic activity and the speech prosody of the reader. Biomed. Signal Process. Control. 89 (2024)
Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It). LREC/COLING (2024)
Quim Motger, Alessio Miaschi, Felice Dell'Orletta, Xavier Franch, Jordi Marco
T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews. SANER (2024)
Quim Motger, Alessio Miaschi, Felice Dell'Orletta, Xavier Franch, Jordi Marco
T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews. CoRR (2024)
Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It). CoRR (2024)
Chiara Alzetta, Felice Dell'Orletta, Alessio Miaschi, Elena Prat, Giulia Venturi
Tell me how you write and I'll tell you what you read: a study on the writing style of book reviews. J. Documentation 80 (1) (2024)
Daniela Occhipinti, Michele Marchi, Irene Mondella, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Marco Guerini
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models. CoRR (2024)
Giovanni Puccetti, Anna Rogers, Chiara Alzetta, Felice Dell'Orletta, Andrea Esuli
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian. CoRR (2024)
Alessio Miaschi, Chiara Alzetta, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Testing the Effectiveness of the Diagnostic Probing Paradigm on Italian Treebanks. Inf. 14 (3) (2023)
Federica Papa, Luca Dini, Dominique Brunato, Felice Dell'Orletta
Unraveling Text Coherence from the Human Perspective: a Novel Dataset for Italian. CLiC-it (2023)
Dominique Brunato, Davide Colla, Felice Dell'Orletta, Irene Dini, Daniele Paolo Radicioni, Andrea Amelio Ravelli
DisCoTex at EVALITA 2023: Overview of the Assessing DIScourse COherence in Italian TEXts task. EVALITA (2023)
Dominique Brunato, Felice Dell'Orletta, Irene Dini, Andrea Amelio Ravelli
Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages. ACL (Findings) (2023)
Michele Papucci, Alessio Miaschi, Felice Dell'Orletta
Lost in Labels: An Ongoing Quest to Optimize Text-to-Text Label Selection for Classification. CLiC-it (2023)
Luca Bacco, Felice Dell'Orletta, Mario Merone
Natural Language Processing in Healthcare: A Bird's Eye View (short paper). NL4AI@AI*IA (2023)
Chiara Alzetta, Dominique Brunato, Felice Dell'Orletta, Alessio Miaschi, Kenji Sagae, Claudia H. Sánchez Gutiérrez, Giulia Venturi
LangLearn at EVALITA 2023: Overview of the Language Learning Development Task. EVALITA (2023)
Luca Bacco, Felice Dell'Orletta, Huiyuan Lai, Mario Merone, Malvina Nissim
A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations. Expert Syst. Appl. 233 (2023)
Luca Bacco, Gosse Minnema, Tommaso Caselli, Felice Dell'Orletta, Mario Merone, Malvina Nissim
On the instability of further pre-training: Does a single sentence matter to BERT? Nat. Lang. Process. J. 5 (2023)
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
On Robustness and Sensitivity of a Neural Language Model: A Case Study on Italian L1 Learner Errors. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Chiara Alzetta, Felice Dell'Orletta, Chiara Fazzone, Alessio Miaschi, Giulia Venturi
Unmasking the Wordsmith: Revealing Author Identity through Reader Reviews. CLiC-it (2023)
Roberto Zamparelli, Shammur A. Chowdhury, Dominique Brunato, Cristiano Chesi, Felice Dell'Orletta, Md. Arid Hasan, Giulia Venturi
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge. SemEval@NAACL (2022)
Tommaso Caselli, Irene Dini, Felice Dell'Orletta
How about Time? Probing a Multilingual Language Model for Temporal Relations. COLING (2022)
Daniele Borghesi, Andrea Amelio Ravelli, Felice Dell'Orletta
What Makes the Audience Engaged? Engagement Prediction Exploiting Multimodal Features. NL4AI@AI*IA (2022)
Federica Merendi, Felice Dell'Orletta, Giulia Venturi
On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence. COLING (2022)
Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta
Outlier Dimensions that Disrupt Transformers are Driven by Frequency. EMNLP (Findings) (2022)
Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency. CoRR (2022)
Michele Papucci, Chiara De Nigris, Alessio Miaschi, Felice Dell'Orletta
Evaluating Text-To-Text Framework for Topic and Style Classification of Italian texts. NL4AI@AI*IA (2022)
Lorenzo De Mattei, Michele Cafagna, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Albert Gatt
On the interaction of automatic evaluation and task framing in headline style transfer. CoRR (2021)
Aldo Cerulli, Dominique Brunato, Felice Dell'Orletta
Quale testo è scritto meglio? A Study on Italian Native Speakers' Perception of Writing Quality. CLiC-it (2021)
Andrea Amelio Ravelli, Andrea Cimino, Felice Dell'Orletta
Audience Engagement Prediction in Guided Tours through Multimodal Features. CLiC-it (2021)
Giovanni Puccetti, Alessio Miaschi, Felice Dell'Orletta
How Do BERT Embeddings Organize Linguistic Knowledge? DeeLIO@NAACL-HLT (2021)
Alessio Miaschi, Andrea Amelio Ravelli, Felice Dell'Orletta
Punctuation Restoration in Spoken Italian Transcripts with Transformers. AI*IA (2021)
Alessio Miaschi, Andrea Amelio Ravelli, Felice Dell'Orletta
Evaluating Transformer Models for Punctuation Restoration in Italian. NL4AI@AI*IA (2021)
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity. DeeLIO@NAACL-HLT (2021)
Benedetta Iavarone, Dominique Brunato, Felice Dell'Orletta
Sentence Complexity in Context. CMLS (2021)
Gualtiero Fantoni, Elena Coli, Filippo Chiarello, Riccardo Apreda, Felice Dell'Orletta, Guido Pratelli
Text mining tool for translating terms of contract into technical specifications: Development and application in the railway sector. Comput. Ind. 124 (2021)
Luca Bacco, Andrea Cimino, Felice Dell'Orletta, Mario Merone
Extractive Summarization for Explainable Sentiment Analysis using Transformers. DeepOntoNLP/X-SENTIMENT@ESWC (2021)
Irene Dini, Felice Dell'Orletta, Fabio Ferri, Biancamaria Gismondi, Simonetta Montemagni
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). CLiC-it (2021)
Alessio Miaschi, Chiara Alzetta, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Probing Tasks Under Pressure. CLiC-it (2021)
Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta
That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models. CMLS (2021)
Dominique Brunato, Andrea Cimino, Felice Dell'Orletta, Giulia Venturi, Simonetta Montemagni
Profiling-UD: a Tool for Linguistic Profiling of Texts. LREC (2020)
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
"Voices of the Great War": A Richly Annotated Corpus of Italian Texts on the First World War. LREC (2020)
Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Albert Gatt
CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerate (short paper). EVALITA (2020)
Manlio Bacco, Gianluca Brunori, Felice Dell'Orletta, Alessio Ferrari
Using NLP to Support Terminology Extraction and Domain Scoping: Report on the H2020 DESIRA Project. REFSQ Workshops (2020)
Andrea Amelio Ravelli, Antonio Origlia, Felice Dell'Orletta
Exploring Attention in a Multimodal Corpus of Guided Tours. CLiC-it (2020)
Dominique Brunato, Cristiano Chesi, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi, Roberto Zamparelli
AcCompl-it @ EVALITA2020: Overview of the Acceptability & Complexity Evaluation Task for Italian. EVALITA (2020)
Alessandro Marin Vargas, Lorenzo Cominelli, Felice Dell'Orletta, Enzo Pasquale Scilingo
Verbal Communication in Robotics: A Study on Salient Terms, Research Fields and Trends in the Last Decades Based on a Computational Linguistic Analysis. Frontiers Comput. Sci. 2 (2020)
Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Marco Guerini
GePpeTto Carves Italian into a Language Model. CLiC-it (2020)
Andrea Mattei, Dominique Brunato, Felice Dell'Orletta
The Style of a Successful Story: a Computational Study on the Fanfiction Genre. CLiC-it (2020)
Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Marco Guerini
GePpeTto Carves Italian into a Language Model. CoRR (2020)
Andrea Cimino, Felice Dell'Orletta, Malvina Nissim
TAG-it @ EVALITA2020: Overview of the Topic, Age, and Gender Prediction Task for Italian. EVALITA (2020)
Alessio Miaschi, Gabriele Sarti, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Italian Transformers Under the Linguistic Lens. CLiC-it (2020)
Alessio Miaschi, Sam Davidson, Dominique Brunato, Felice Dell'Orletta, Kenji Sagae, Claudia H. Sanchez Gutierrez, Giulia Venturi
Tracking the Evolution of Written Language Competence in L2 Spanish Learners. BEA@ACL (2020)
Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim
Invisible to People but not to Machines: Evaluation of Style-aware HeadlineGeneration in Absence of Reliable Human Judgment. LREC (2020)
Benedetta Iavarone, Felice Dell'Orletta
Predicting Movie-elicited Emotions from Dialogue in Screenplay Text: A Study on "Forrest Gump". CLiC-it (2020)
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Linguistic Profiling of a Neural Language Model. COLING (2020)
Chiara Alzetta, Alessio Miaschi, Felice Dell'Orletta, Frosina Koceva, Ilaria Torre
PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for Italian. EVALITA (2020)
Alessio Miaschi, Felice Dell'Orletta
Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation. RepL4NLP@ACL (2020)
Luca Bacco, Andrea Cimino, Luca Paulon, Mario Merone, Felice Dell'Orletta
A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare. CLiC-it (2020)
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Linguistic Profiling of a Neural Language Model. CoRR (2020)
Alessio Miaschi, Chiara Alzetta, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Is Neural Language Model Perplexity Related to Readability? CLiC-it (2020)
Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Petya Osenova, Kiril Simov, Giulia Venturi
Quantitative Linguistic Investigations across Universal Dependencies Treebanks. CLiC-it (2020)
Chiara Buongiovanni, Francesco Gracci, Dominique Brunato, Felice Dell'Orletta
Lost in Text. A Cross-Genre Analysis of Linguistic Phenomena within Text. CLiC-it (2019)
Alessio Miaschi, Chiara Alzetta, Franco Alberto Cardillo, Felice Dell'Orletta
Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian. BEA@ACL (2019)
Chiara Alzetta, Alessio Miaschi, Giovanni Adorni, Felice Dell'Orletta, Frosina Koceva, Samuele Passalacqua, Ilaria Torre
Prerequisite or Not Prerequisite? That's the Problem! An NLP-based Approach for Concept Prerequisite Learning. CLiC-it (2019)
Andrea Cimino, Felice Dell'Orletta
A Hierarchical Neural Network Approach for Bots and Gender Profiling. CLEF (Working Notes) (2019)
Aleksandra Maslennikova, Paolo Labruna, Andrea Cimino, Felice Dell'Orletta
Quanti anni hai? Age Identification for Italian. CLiC-it (2019)
Martina Fieromonte, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
Italian and English Sentence Simplification: How Many Differences? CLiC-it (2019)
Giulia Chiriatti, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
What Makes a Review helpful? Predicting the Helpfulness of Italian TripAdvisor Reviews. CLiC-it (2019)
Elisa Dominutti, Lucia Pifferi, Felice Dell'Orletta, Simonetta Montemagni, Valeria Quochi
Building an Italian Written-Spoken Parallel Corpus: a Pilot Study. CLiC-it (2019)
Andrea Cimino, Lorenzo De Mattei, Felice Dell'Orletta
Multi-task Learning in Deep Neural Networks at EVALITA 2018. EVALITA@CLiC-it (2018)
Cristina Bosco, Felice Dell'Orletta, Fabio Poletto, Manuela Sanguinetti, Maurizio Tesconi
Overview of the EVALITA 2018 Hate Speech Detection Task. EVALITA@CLiC-it (2018)
Felice Dell'Orletta, Malvina Nissim
Overview of the EVALITA 2018 Cross-Genre Gender Prediction (GxG) Task. EVALITA@CLiC-it (2018)
Giulia Chiriatti, Valentina Della Gala, Felice Dell'Orletta, Simonetta Montemagni, Maria Chiara Pettenati, Maria-Teresa Sagri, Giulia Venturi
A NLP-based Analysis of Reflective Writings by Italian Teachers. CLiC-it (2018)
Andrea Cimino, Felice Dell'Orletta, Dominique Brunato, Giulia Venturi
Sentences and Documents in Native Language Identification. CLiC-it (2018)
Francesco Cutugno, Felice Dell'Orletta, Isabella Poggi, Renata Savy, Antonio Sorgente
The CHROME Manifesto: Integrating Multimodal Data into Cultural Heritage Resources. CLiC-it (2018)
Giovanni Adorni, Felice Dell'Orletta, Frosina Koceva, Ilaria Torre, Giulia Venturi
Extracting Dependency Relations from Digital Learning Content. IRCDL (2018)
Dominique Brunato, Martina Valeriani, Felice Dell'Orletta
DARC-IT: a DAtaset for Reading Comprehension in ITalian. CLiC-it (2018)
Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Maria Simi, Giulia Venturi
Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank. UDW@EMNLP (2018)
Dominique Brunato, Lorenzo De Mattei, Felice Dell'Orletta, Benedetta Iavarone, Giulia Venturi
Is this Sentence Difficult? Do you Agree? EMNLP (2018)
Pietro Dell'Oglio, Dominique Brunato, Felice Dell'Orletta
Lexicon and Syntax: Complexity across Genres and Language Varieties. CLiC-it (2018)
Eleonora Cocciu, Dominique Brunato, Giulia Venturi, Felice Dell'Orletta
Gender and Genre Linguistic Profiling: A Case Study on Female and Male Journalistic and Diary Prose. CLiC-it (2018)
Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
Universal Dependencies and Quantitative Typological Trends. A Case Study on Word Order. LREC (2018)
Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
Dangerous Relations in Dependency Treebanks. TLT (2018)
Lorenzo De Mattei, Andrea Cimino, Felice Dell'Orletta
Multi-Task Learning in Deep Neural Network for Sentiment Polarity and Irony classification. NL4AI@AI*IA (2018)
Stefano Cresci, Andrea Cimino, Marco Avvenuti, Maurizio Tesconi, Felice Dell'Orletta
Real-World Witness Detection in Social Media via Hybrid Crowdsensing. ICWSM (2018)
Ruggero Petrolito, Felice Dell'Orletta
Word Embeddings in Sentiment Analysis. CLiC-it (2018)
Irene De Felice, Felice Dell'Orletta, Giulia Venturi, Alessandro Lenci, Simonetta Montemagni
Italian in the Trenches: Linguistic Annotation and Analysis of Texts of the Great War. CLiC-it (2018)
Emiliano Giovannetti, Davide Albanesi, Andrea Bellandi, David Dattilo, Felice Dell'Orletta
Stylometry in Computer-Assisted Translation: Experiments on the Babylonian Talmud. CLiC-it (2017)
Andrea Cimino, Martijn Wieling, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
Identifying Predictive Features for Textual Genre Classification: the Key Role of Syntax. CLiC-it (2017)
Andrea Cimino, Felice Dell'Orletta
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification. BEA@EMNLP (2017)
Dominique Brunato, Felice Dell'Orletta
On the order of Words in Italian: a Study on Genre vs Complexity. DepLing (2017)
Alessio Ferrari, Felice Dell'Orletta, Andrea Esuli, Vincenzo Gervasi, Stefania Gnesi
Natural Language Requirements Processing: A 4D Vision. IEEE Softw. 34 (6) (2017)
Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi
Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops (2017)
Fabio Del Vigna, Andrea Cimino, Felice Dell'Orletta, Marinella Petrocchi, Maurizio Tesconi
Hate Me, Hate Me Not: Hate Speech Detection on Facebook. ITASEC (2017)
Dominique Brunato, Andrea Cimino, Felice Dell'Orletta, Giulia Venturi
PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification. EMNLP (2016)
Franca Orletti, Felice Dell'Orletta, Rossella Iovino
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). CLiC-it/EVALITA (2016)
Andrea Cimino, Felice Dell'Orletta
Building the state-of-the-art in POS tagging of Italian Tweets. CLiC-it/EVALITA (2016)
Erica Tusa, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
Dieci sfumature di marcatezza sintattica: verso una nozione computazionale di complessità (Ten Shades of Syntactic Markedness: Towards a Computational Notion of Complexity). CLiC-it/EVALITA (2016)
Alessia Barbagli, Pietro Lucisano, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi
CItA: an L1 Italian Learners Corpus to Study the Development of Writing Competence. LREC (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Felice Dell'Orletta