2025

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L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning
Raul Singh | Nicolò Brunello | Vincenzo Scotti | Mark Carman
Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)

2024

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Medical Information Extraction with Large Language Models
Raffaello Fornasiere | Nicolò Brunello | Vincenzo Scotti | Mark Carman
Proceedings of the 7th International Conference on Natural Language and Speech Processing (ICNLSP 2024)

2023

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Def2Vec: Extensible Word Embeddings from Dictionary Definitions
Irene Morazzoni | Vincenzo Scotti | Roberto Tedesco
Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023)

2022

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Detecting Security Patches in Java Projects Using NLP Technology
Andrea Stefanoni | Šarūnas Girdzijauskas | Christina Jenkins | Zekarias T. Kefato | Licia Sbattella | Vincenzo Scotti | Emil Wåreus
Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022)

2021

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Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm
Matteo Muffo | Roberto Tedesco | Licia Sbattella | Vincenzo Scotti
Proceedings of the 4th International Conference on Natural Language and Speech Processing (ICNLSP 2021)

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ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian
Anna Favaro | Licia Sbattella | Roberto Tedesco | Vincenzo Scotti
Proceedings of the 4th International Conference on Natural Language and Speech Processing (ICNLSP 2021)