Alessio Miaschi

Qualifica: Ricercatore

Sede: Pisa

Stanza: 7

Telefono: +39 050 315 2863

E-mail: alessio.miaschi@ilc.cnr.it

Laboratorio: ItaliaNLP Lab

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2026 - Articoli in rivista
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Alzetta C., Dell'Orletta F., Miaschi A. e Venturi G. (2026) “What makes a book review compelling? Analyzing informativeness, writing style, and enjoyment”, DIGITAL SCHOLARSHIP IN THE HUMANITIES, ISSN 2055-7671.
2025 - Articoli in rivista
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Alzetta C., Miaschi A., Dell'Orletta F., Venturi G. e Montemagni S. (2025) “Parallel Trees: a novel resource with aligned dependency and constituency syntactic representations”, LANGUAGE RESOURCES AND EVALUATION, ISSN 1574-020X, vol. 59 (4), pagg. 3445-3485.
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Motger Q., Miaschi A., Dell'Orletta F., Franch X. e Marco J. (2025) “Leveraging encoder-only large language models for mobile app review feature extraction”, EMPIRICAL SOFTWARE ENGINEERING, ISSN 1382-3256, vol. 30 (3).
2025 - Articoli in conferenze
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Calderaro S., Miaschi A. e Dell'Orletta F. (2025) “The OuLiBench Benchmark: Formal Constraints as a Lens into LLM Linguistic Competence”, Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025).
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Ciaccio C., Miaschi A. e Dell'Orletta F. (2025) “Evaluating Lexical Proficiency in Neural Language Models”, Proceedings of the Annual Meeting of the Association for Computational Linguistics, 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, edito da Association for Computational Linguistics (ACL), vol. 1, pagg. 1267-1286.
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Ciaccio C., Sarti G., Miaschi A. e Dell'Orletta F. (2025) “Crossword Space: Latent Manifold Learning for Italian Crosswords and Beyond”, Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025).
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Ciaccio C., Sartor M., Miaschi A. e Dell'Orletta F. (2025) “Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models”, Proceedings of the Annual Meeting of the Association for Computational Linguistics, 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, edito da Association for Computational Linguistics (ACL), pagg. 11361-11372.
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Cima L., Miaschi A., Trujillo A., Avvenuti M., Dell'Orletta F. e Cresci S. (2025) “Contextualized Counterspeech: Strategies for Adaptation, Personalization, and Evaluation”, WWW 2025-Proceedings of the ACM Web Conference, 34th ACM Web Conference, WWW 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, edito da Association for Computing Machinery, Inc (1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES), pagg. 5022-5033.
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Moroni L., Puccetti G., Huguet Cabot P. L., Bejgu A. S., Barba E., Miaschi A., Dell'Orletta F., Esuli A. e Navigli R. (2025) “Optimizing LLMs for Italian: reducing token fertility and enhancing efficiency through vocabulary adaptation”, NAACL 2025 Findings proceedings, ISBN 979-8-89176-195-7, NAACL 2025-Annual Conference of the Nations of the Americas Chapter. Findings of the Association for Computational Linguistics, edito da Association for Computational Linguistics, pagg. 6646-6660.
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Pedrotti A., Papucci M., Ciaccio C., Miaschi A., Puccetti G., Dell'Orletta F. e Esuli A. (2025) “Stress-testing machine generated text detection: shifting language models writing style to fool detectors”, NAACL 2025 Findings proceedings, ISBN 979-8-89176-256-5, NAACL 2025-Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics. Findings, edito da Association for Computational Linguistics, pagg. 3010-3031.
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Testa D., Bonetta G., Bernardi R., Bondielli A., Lenci A., Miaschi A., Passaro L. e Magnini B. (2025) “MAIA: a Benchmark for Multimodal AI Assessment”, Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025).
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Testa D., Bonetta G., Bernardi R., Bondielli A., Lenci A., Miaschi A., Passaro L. e Magnini B. (2025) “All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark”, Findings of the Association for Computational Linguistics: EMNLP 2025, pagg. 20030-20050.
2024 - Articoli in conferenze
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Miaschi A., Dell'Orletta F. e Venturi G. (2024) “Evaluating Large Language Models via Linguistic Profiling”, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, ISBN 979-8-89176-164-3, Conference on Empirical Methods in Natural Language Processing (EMNLP), USA, edito da Association for Computational Linguistics (USA), pagg. 2835-2848.
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Miaschi A., Dell'Orletta F. e Venturi G. (2024) “Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It)”, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ISBN 978-2-493814-10-4, Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), edito da ELRA and ICCL, pagg. 10539-10554.
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Motger Q., Miaschi A., Dell'Orletta F., Franch X. e Marco J. (2024) “T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews”, Proceedings-2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024, 31st IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024, edito da Institute of Electrical and Electronics Engineers Inc, pagg. 227-238.
2023 - Articoli in rivista
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Alzetta C., Dell'Orletta F., Miaschi A., Prat E. e Venturi G. (2023) “Tell me how you write and I'll tell you what you read: a study on the writing style of book reviews”, JOURNAL OF DOCUMENTATION, ISSN 0022-0418, vol. 79, 23 pagine.
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Miaschi A., Alzetta C., Brunato D., Dell'Orletta F. e Venturi G. (2023) “Testing the Effectiveness of the Diagnostic Probing Paradigm on Italian Treebanks”, INFORMATION, ISSN 2078-2489, vol. 14 (3), 19 pagine.
2023 - Articoli in conferenze
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Alzetta C., Brunato D., Dell'Orletta F., Miaschi A., Sagae K., Sánchez Gutiérrez C. H. e Venturi G. (2023) “LangLearn at EVALITA 2023: Overview of the Language Learning Development Task”, Proceedings of EVALITA 2023, ISBN 9791255000693, 8th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Torino, edito da Accademia University Press (Torino, ITA).
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Alzetta C., Dell'Orletta F., Fazzone C., Miaschi A. e Venturi G. (2023) “Unmasking the Wordsmith: Revealing Author Identity through Reader Reviews”, Proceedings of the 9th Italian Conference on Computational Linguistics, 9th Italian Conference on Computational Linguistics.
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Miaschi A., Papucci M. e Dell'Orletta F. (2023) “Lost in Labels: An Ongoing Quest to Optimize Text-to-Text Label Selection for Classification”, Proceedings of the 9th Italian Conference on Computational Linguistics CLiC-it 2023: Venice, Italy, November 30-December 2, 2023, vol. 516 (394).
2022 - Articoli in rivista
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Miaschi A., Brunato D. P., Dell'Orletta F. e Venturi G. (2022) “On Robustness and Sensitivity of a Neural Language Model: A Case Study on Italian L1 Learner Errors”, IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, ISSN 2329-9290, vol. 31, pagg. 426-438.
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Miaschi A., Sarti G., Brunato D. P., Dell'Orletta F. e Venturi G. (2022) “Probing Linguistic Knowledge in Italian Neural Language Models across Language Varieties”, IJCOL, ISSN 2499-4553, pagg. 25-44.
2022 - Articoli in conferenze
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Miaschi A., Ravelli A. e Dell'Orletta F. (2022) “Punctuation Restoration in Spoken Italian Transcripts with Transformers”, Proccedings of AIxIA 2021-Advances in Artificial Intelligence, AIxIA 2021-Advances in Artificial Intelligence, vol. 13196 LNAI, pagg. 245-260.
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Papucci M., De Nigris C., Miaschi A. e Dell'Orletta F. (2022) “Evaluating Text-To-Text Framework for Topic and Style Classification of Italian texts”, Sixth Workshop on Natural Language for Artificial Intelligence, NL4AI 2022, vol. 3287, pagg. 56-70.
2021 - Articoli in rivista
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Miaschi A., Brunato D. P. e Dell'Orletta F. (2021) “A NLP-based stylometric approach for tracking the evolution of L1 written language competence”, JOURNAL OF WRITING RESEARCH, ISSN 2030-1006, vol. VOL. 13, pagg. 71-105.
2021 - Articoli in conferenze
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Albertin G., Miaschi A. e Brunato D. (2021) “On the role of textual connectives in sentence comprehension: A new dataset for Italian”, 8th Italian Conference on Computational Linguistics (CLIC-it 2021), vol. 3033.
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Messina L., Busso L., Combei C. R., Miaschi A., Pannitto L., Sarti G. e Nissim M. (2021) “A dissemination workshop for introducing young Italian students to NLP”, Proceedings of the 5th Workshop on Teaching NLP, ISBN 978-1-954085-36-7, 5th Workshop on Teaching NLP, pagg. 52-54.
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Miaschi A., Alzetta C., Brunato D., Dell'Orletta F. e Venturi G. (2021) “Probing tasks under pressure”, 8th Italian Conference on Computational Linguistics (CLIC-it 2021), vol. 3033, pagg. 1-7.
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Miaschi A., Brunato D. P., Dell'Orletta F. e Venturi G. (2021) “What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity”, Proceedings of the 2nd Workshop on Knowledge Extraction and Integrationfor Deep Learning Architectures, ISBN 978-1-954085-30-5, 2nd Workshop on Knowledge Extraction and Integrationfor Deep Learning Architectures, pagg. 40-47.
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Miaschi A., Ravelli A. A. e Dell'Orletta F. (2021) “Evaluating Transformer Models for Punctuation Restoration in Italian”, 5th Workshop on Natural Language for Artificial Intelligence (NL4AI 2021), vol. 3015.
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Pannitto L., Busso L., Combei C. R., Messina L., Miaschi A., Sarti G. e Nissim M. (2021) “Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students”, Proceedings of the 5th Workshop on Teaching NLP, ISBN 978-1-954085-36-7, 5th Workshop on Teaching NLP, pagg. 160-170.
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Puccetti G., Miaschi A. e Dell'Orletta F. (2021) “How do BERT embeddings organize linguistic knowledge?”, Proceedings of the 2nd Workshop on Knowledge Extraction and Integrationfor Deep Learning Architectures, ISBN 978-1-954085-30-5, 2nd Workshop on Knowledge Extraction and Integrationfor Deep Learning Architectures, pagg. 48-57.
2020 - Articoli in conferenze
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Alzetta C., Miaschi A., Dell'Orletta F., Koceva, Frosina, Torre e Ilaria (2020) “PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for Italian”, Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian (EVALITA), Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian (EVALITA).
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De Mattei L., De Martino G., Iovine A., Miaschi A., Polignano M. e Rambelli G. (2020) “ATE ABSITA@ EVALITA2020: Overview of the Aspect Term Extraction and Aspect-based Sentiment Analysis Task”, Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian (EVALITA), Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian (EVALITA).
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Miaschi A., Alzetta C., Brunato D. P., Dell'Orletta F. e Venturi G. (2020) “Is Neural Language Model Perplexity Related to Readability?”, Proceedings of the Seventh Italian Conference on Computational Linguistics, ISBN 979-12-80136-28-2, Seventh Italian Conference on Computational Linguistics.
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Miaschi A., Brunato D., Dell'Orletta F. e Venturi G. (2020) “Linguistic Profiling of a Neural Language Model”, International Conference on Computational Linguistics (COLING), ISBN 978-1-952148-27-9, International Conference on Computational Linguistics (COLING), pagg. 745-756.
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Miaschi A., Davidson S., Brunato D. P., Dell'Orletta F., Sagae K., Sanchez Gutierrez C. H. e Venturi G. (2020) “Tracking the Evolution of Written Language Competence in L2 Spanish Learners”, Proceedings of 15th Workshop on Innovative Use of NLP for Building Educational Applications, ISBN 978-1-941643-83-9, 15th Workshop on Innovative Use of NLP for Building Educational Applications, Stroudsburg, edito da Association for Computational Linguistics (Stroudsburg, USA), pagg. 92-101.
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Miaschi A. e Dell'Orletta F. (2020) “Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation”, Proceedings of the 5th Workshop on Representation Learning for NLP, ISBN 978-1-952148-15-6, 5th Workshop on Representation Learning for NLP, pagg. 110-119.
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Miaschi A., Sarti G., Brunato D. P., Dell'Orletta F. e Venturi G. (2020) “Italian Transformers Under the Linguistic Lens”, Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it), ISBN 979-12-80136-28-2, Seventh Italian Conference on Computational Linguistics (CLiC-it).
2019 - Articoli in conferenze
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Alzetta C., Miaschi A., Adorni G., Dell'Orletta F., Koceva F., Passalacqua S. e Torre I. (2019) “Prerequisite or not prerequisite? That's the problem! An NLP-based Approach for Concept Prerequisites Learning”, ISBN 9791280136008.
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Miaschi A., Alzetta C., Cardillo F. A. e Dell'Orletta F. (2019) “Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian”, Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 14th Workshop on Innovative Use of NLP for Building Educational Applications, pagg. 285-295.
2017 - Articoli in rivista
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Salvatori E., Rosselli Del Turco R., Alzetta C., Di Pietro C., Mannari C. e Miaschi A. (2017) “The Codice Pelavicino between digital edition and Public History”, UMANISTICA DIGITALE, ISSN 2532-8816, vol. 2017 (1), pagg. 105-117.
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