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Elena Sofia Ruzzetti
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A trip towards fairness: Bias and de-biasing in large language models
L Ranaldi, ES Ruzzetti, D Venditti, D Onorati, FM Zanzotto
arXiv preprint arXiv:2305.13862, 2023
382023
The dark side of the language: Pre-trained transformers in the darknet
L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, D Onorati, F Fallucchi, ...
arXiv preprint arXiv:2201.05613, 2022
172022
Lacking the embedding of a word? look it up into a traditional dictionary
ES Ruzzetti, L Ranaldi, M Mastromattei, F Fallucchi, FM Zanzotto
arXiv preprint arXiv:2109.11763, 2021
172021
PreCog: Exploring the relation between memorization and performance in pre-trained language models
L Ranaldi, ES Ruzzetti, FM Zanzotto
arXiv preprint arXiv:2305.04673, 2023
112023
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation
F Ranaldi, ES Ruzzetti, D Onorati, L Ranaldi, C Giannone, A Favalli, ...
arXiv preprint arXiv:2402.08100, 2024
102024
Empowering multi-step reasoning across languages via tree-of-thoughts
L Ranaldi, G Pucci, F Ranaldi, ES Ruzzetti, FM Zanzotto
arXiv preprint arXiv:2311.08097, 2023
82023
Preserving privacy in large language models: A survey on current threats and solutions
M Miranda, ES Ruzzetti, A Santilli, FM Zanzotto, S Bratières, E Rodolà
arXiv preprint arXiv:2408.05212, 2024
62024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages
L Ranaldi, G Pucci, F Ranaldi, ES Ruzzetti, FM Zanzotto
Findings of the Association for Computational Linguistics: NAACL 2024, 1229-1241, 2024
62024
Measuring bias in Instruction-Following models with P-AT
D Onorati, RE Sofia, V Davide, R Leonardo, ZF Massimo
Findings of the Association for Computational Linguistics: EMNLP 2023, 8006-8034, 2023
42023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages
E Ruzzetti, F Ranaldi, F Logozzo, M Mastromattei, L Ranaldi, F Zanzotto
Findings of the Association for Computational Linguistics: EMNLP 2023, 14447 …, 2023
42023
Termite Italian Text-to-SQL: A CALAMITA Challenge
F Ranaldi, ES Ruzzetti, D Onorati, FM Zanzotto, L Ranaldi
Proceedings of the 10th Italian Conference on Computational Linguistics …, 2024
12024
Using distributional models for studying the influence of school textbooks in children bias
ES Ruzzetti, D Venditti, FM Zanzotto, F Fallucchi
IEEE Access, 2024
12024
Investigating Gender Bias in Large Language Models for the Italian Language.
ES Ruzzetti, D Onorati, L Ranaldi, D Venditti, FM Zanzotto
CLiC-it, 2023
12023
Enhancing Data Privacy in Large Language Models through Private Association Editing
D Venditti, ES Ruzzetti, GA Xompero, C Giannone, A Favalli, ...
arXiv preprint arXiv:2406.18221, 2024
2024
The limits of Italian in Reasoning Tasks
L Ranaldi, F Ranaldi, G Pucci, ES Ruzzetti, FM Zanzotto
2024
Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures
ES Ruzzetti, F Ranaldi, D Onorati, D Venditti, L Ranaldi, T Caselli, ...
2024
Measuring bias in Instruction-Following models with ItaP-AT for the Italian Language
D Onorati, D Venditti, ES Ruzzetti, F Ranaldi, L Ranaldi, FM Zanzotto
2024
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences
D Onorati, L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, ...
2023 IEEE International Conference on Web Intelligence and Intelligent Agent …, 2023
2023
Teasing LLMs Adapted to Italian.
L Ranaldi, G Pucci, ES Ruzzetti, FM Zanzotto, A Freitas
CLiC-it, 2023
2023
Prompting LLMs in Italian language for Text-to-SQL translation
F Ranaldi, ES Ruzzetti, L Ranaldi, D Venditti, C Giannone, A Favalli, ...
Italian Conference on Computational Linguistics 2023, 2023
2023
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