Alessio Miaschi

Qualification: Researcher

Venue: Pisa

Room: 7

Telephone: +39 050 315 2863

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

Laboratory: ItaliaNLP Lab

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2025 - Conference papers
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Moroni L., Puccetti G., Huguet Cabot P. L., Bejgu A. S., Barba E., Miaschi A., Dell'Orletta F., Esuli A., and 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, published by Association for Computational Linguistics, pp. 6646-6660.
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Pedrotti A., Papucci M., Ciaccio C., Miaschi A., Puccetti G., Dell'Orletta F., and 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, published by Association for Computational Linguistics, pp. 3010-3031.
2024 - Conference papers
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Miaschi A., Dell'Orletta F., and 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, published by Association for Computational Linguistics (USA), pp. 2835-2848.
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Miaschi A., Dell'Orletta F., and 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), published by ELRA and ICCL, pp. 10539-10554.
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Motger Q., Miaschi A., Dell'Orletta F., Franch X., and 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, published by Institute of Electrical and Electronics Engineers Inc, pp. 227-238.
2023 - Journal articles
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Alzetta C., Dell'Orletta F., Miaschi A., Prat E., and 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 pages.
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Miaschi A., Alzetta C., Brunato D., Dell'Orletta F., and Venturi G. (2023) “Testing the Effectiveness of the Diagnostic Probing Paradigm on Italian Treebanks”, INFORMATION, ISSN 2078-2489, vol. 14 (3), 19 pages.
2023 - Conference papers
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Alzetta C., Brunato D., Dell'Orletta F., Miaschi A., Sagae K., Sánchez Gutiérrez C. H., and 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, published by Accademia University Press (Torino, ITA).
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Alzetta C., Dell'Orletta F., Fazzone C., Miaschi A., and 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., and 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 - Journal articles
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Miaschi A., Brunato D. P., Dell'Orletta F., and 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, pp. 426-438.
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Miaschi A., Sarti G., Brunato D. P., Dell'Orletta F., and Venturi G. (2022) “Probing Linguistic Knowledge in Italian Neural Language Models across Language Varieties”, IJCOL, ISSN 2499-4553, pp. 25-44.
2022 - Conference papers
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Miaschi A., Ravelli A., and 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, pp. 245-260.
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Papucci M., De Nigris C., Miaschi A., and 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, pp. 56-70.
2021 - Journal articles
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Miaschi A., Brunato D. P., and 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, pp. 71-105.
2021 - Conference papers
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Albertin G., Miaschi A., and 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., and 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, pp. 52-54.
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Miaschi A., Alzetta C., Brunato D., Dell'Orletta F., and Venturi G. (2021) “Probing tasks under pressure”, 8th Italian Conference on Computational Linguistics (CLIC-it 2021), vol. 3033, pp. 1-7.
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Miaschi A., Brunato D. P., Dell'Orletta F., and 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, pp. 40-47.
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Miaschi A., Ravelli A. A., and 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., and 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, pp. 160-170.
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Puccetti G., Miaschi A., and 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, pp. 48-57.
2020 - Conference papers
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Alzetta C., Miaschi A., Dell'Orletta F., Koceva, Frosina, Torre, and 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., and 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., and 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., and 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), pp. 745-756.
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Miaschi A., Davidson S., Brunato D. P., Dell'Orletta F., Sagae K., Sanchez Gutierrez C. H., and 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, published by Association for Computational Linguistics (Stroudsburg, USA), pp. 92-101.
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Miaschi A. and 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, pp. 110-119.
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Miaschi A., Sarti G., Brunato D. P., Dell'Orletta F., and 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 - Conference papers
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Alzetta C., Miaschi A., Adorni G., Dell'Orletta F., Koceva F., Passalacqua S., and Torre I. (2019) “Prerequisite or not prerequisite? That's the problem! An NLP-based Approach for Concept Prerequisites Learning”.
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Miaschi A., Alzetta C., Cardillo F. A., and 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, pp. 285-295.
2017 - Journal articles
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Salvatori E., Rosselli Del Turco R., Alzetta C., Di Pietro C., Mannari C., and Miaschi A. (2017) “The Codice Pelavicino between digital edition and Public History”, UMANISTICA DIGITALE, ISSN 2532-8816, vol. 2017 (1), pp. 105-117.
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