2108/425143 - 2025 -
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (USA)
2108/426803 - 2025 -
Multilingual Reasoning via Self-training Ranaldi, Leonardo; Pucci, Giulia - 02 - Intervento a convegno
congresso: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies ()
2108/425744 - 2025 -
Animate, or Inanimate, That Is the Question for Large Language Models Pucci, Giulia; Zanzotto, Fabio Massimo; Ranaldi, Leonardo - 01 - Articolo su rivista
rivista: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: (0) - scopus: (0)
2108/425745 - 2024 -
How far does the sequence of compositions impact Multilingual Pre-Training? Ranaldi, Leonardo; Pucci, Giulia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: 10th Italian Conference on Computational Linguistics (CLiC-it 2024) (Pisa)
2108/389003 - 2024 -
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation Ranaldi, Federico; Ruzzetti, Elena Sofia; Onorati, Dario; Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) (Bangkok, Thailand)
libro: Findings of the Association for Computational Linguistics: ACL 2024 - ()
2108/389005 - 2024 -
A tree-of-thoughts to broaden multi-step reasoning across languages Ranaldi, Leonardo; Ranaldi, Federico; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) (Mexico City, Mexico)
libro: Findings of the Association for Computational Linguistics: NAACL 2024 - ()
2108/425623 - 2024 -
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following Demonstrations Ranaldi, Leonardo; Pucci, Giulia - 02 - Intervento a convegno
congresso: Findings of the Association for Computational Linguistics: ACL 2024 (Bangkok, Thailand)
2108/424951 - 2024 -
TERMITE italian Text-to-SQL: a CALAMITA challenge Ranaldi, Federico; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo; Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: Italian Conference on Computational Linguistics (CLiC-it 2024) (Pisa, Italy)
libro: CLiC-it 2024: Italian Conference on Computational Linguistics: proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024) - ()
2108/423966 - 2024 -
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 (usa)
libro: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference - ()
2108/424363 - 2024 -
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models Ranaldi, Leonardo; Pucci, Giulia - 02 - Intervento a convegno
congresso: 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 (usa)
libro: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference - ()
2108/424723 - 2024 -
Aligning Large and Small Language Models via Chain-of-Thought Reasoning Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Malta)
libro: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) - ()
2108/424952 - 2024 -
Aligning Large and Small Language Models via Chain-of-Thought Reasoning Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: Conference of the European Chapter of the Association for Computational Linguistics ()
2108/425784 - 2024 -
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models Ranaldi, Leonardo; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Joint Conference on Lexical and Computational Semantics (*SEM 2024) ()
2108/425785 - 2024 -
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Joint Conference on Lexical and Computational Semantics (*SEM 2024) ()
2108/341045 - 2023 -
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models Ranaldi, Leonardo; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
rivista: INTERNATIONAL CONFERENCE RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING (Shoumen: INCOMA ltd) pp. - - issn: 1313-8502 - wos: (0) - scopus: 2-s2.0-85179177609 (7)
congresso: Recent Advances in Natural Language Processing (Varna (Bulgaria))
2108/341047 - 2023 -
The Dark Side of the Language: Pre-trained Transformers in the DarkNet Ranaldi, Leonardo; Nourbakhsh, Aria; Ruzzetti, Elena Sofia; Patrizi, Arianna; Onorati, Dario; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
rivista: INTERNATIONAL CONFERENCE RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING (Shoumen: INCOMA ltd) pp. - - issn: 1313-8502 - wos: (0) - scopus: 2-s2.0-85179182682 (11)
congresso: Recent Advances in Natural Language Processing (Varna (Bulgaria))
2108/341048 - 2023 -
The Dark Side of the Language: Syntax-based Neural Networks rivaling Transformers in Definitely Unseen Sentences Onorati, Dario; Ranaldi, Leonardo; Nourbakhsh, Aria; Patrizi, Arianna; Ruzzetti, Elena Sofia; Mastromattei, Michele; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Web Intelligence (Venezia)
libro: IEEE/WIC 2023 - ()
2108/341049 - 2023 -
Measuring bias in Instruction-Following models with P-AT Onorati, Dario; Ruzzetti, Elena Sofia; Venditti, Davide; Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Empirical Methods for Natural Language Processing (EMNLP) - Findings (Singapore)
2108/341050 - 2023 -
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages Ruzzetti, Elena Sofia; Ranaldi, Federico; Logozzo, Felicia; Mastromattei, Michele; Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Empirical Methods for Natural Language Processing - Findings ()
2108/424364 - 2023 -
Does the English Matter? Elicit Cross-lingual Abilities of Large Language Models Pucci, Giulia; Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL) ()
2108/423967 - 2023 -
Investigating Gender Bias in Large Language Models for the Italian Language Ruzzetti, Elena Sofia; Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: CLiC-it 2024 – Tenth Italian Conference on Computational Linguistics ()
2108/423968 - 2023 -
Knowing Knowledge: Epistemological Study of Knowledge in Transformers Ranaldi, Leonardo; Pucci, Giulia - 01 - Articolo su rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. - - issn: 2076-3417 - wos: WOS:000914337900001 (36) - scopus: 2-s2.0-85146590915 (48)
2108/341051 - 2023 -
Are All Languages Equal? Curriculum Learning over Different Languages Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Ninth Italian Conference on Computational Linguistics (Venezia)
2108/341052 - 2023 -
Teasing It-LLMs adapted to Italian Ranaldi, Leonardo; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Ninth Italian Conference on Computational Linguistics (Venezia)
2108/341053 - 2023 -
Legal Summarization: to each Court its own model Venditti, Davide; Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Ninth Italian Conference on Computational Linguistics (Venezia)
2108/341055 - 2023 -
Prompting LLMs in Italian language for Text-to-SQL translation Ranaldi, Federico; Ruzzetti, Elena Sofia; Ranaldi, Leonardo; Venditti, Davide; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Ninth Italian Conference on Computational Linguistics (Venezia)
Ranaldi, Leonardo; Pucci, Giulia; Ruzzetti, Elena Sofia; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Clic 2024 ()
2108/341044 - 2023 -
Modeling Easiness for Training Transformers with Curriculum Learning Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Recent Advances in Natural Language Processing (Varna)
libro: Proceedings of RANLP - ()
2108/341054 - 2023 -
Investigating gender bias in large language models for the italian language Ruzzetti, Elena Sofia; Onorati, Dario; Ranaldi, Leonardo; Venditti, Davide; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Ninth Italian Conference on Computational Linguistics (Venezia)
libro: CLiC-it 2023: Italian Conference on Computational Linguistics: proceedings of the 9th Italian Conference on computational linguistics - ()
2108/424365 - 2022 -
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary Ruzzetti, Elena Sofia; Ranaldi, Leonardo; Mastromattei, Michele; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland)
libro: Findings of the Association for Computational Linguistics: ACL 2022 - (9781955917254)
2108/298907 - 2022 -
KERMITviz: Visualizing Neural Network Activations on Syntactic Trees Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 02 - Intervento a convegno
congresso: 15th International Conference on Metadata and Semantics Research, MTSR 2021 ()
libro: Communications in Computer and Information Science - (978-3-030-98875-3)
2108/294947 - 2022 -
Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 01 - Articolo su rivista
rivista: PEERJ. COMPUTER SCIENCE. (San Francisco CA: PeerJ Inc.) pp. e859- - issn: 2376-5992 - wos: WOS:000752418200001 (7) - scopus: 2-s2.0-85125058825 (11)
2108/294951 - 2022 -
Dis-cover ai minds to preserve human knowledge Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 01 - Articolo su rivista
rivista: FUTURE INTERNET (Basel : MDPI) pp. - - issn: 1999-5903 - wos: WOS:000746521900001 (16) - scopus: 2-s2.0-85121763546 (19)
2108/316977 - 2022 -
Shedding Light on the Dark Web: Authorship Attribution in Radical Forums Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 01 - Articolo su rivista
rivista: INFORMATION (Basel: Molecular Diversity Preservation International) pp. 435- - issn: 2078-2489 - wos: WOS:000859925400001 (5) - scopus: 2-s2.0-85138699501 (10)
2108/423985 - 2022 -
CryptoNet: Using Auto-Regressive Multi-Layer Artificial Neural Networks to Predict Financial Time Series Ranaldi, Leonardo; Gerardi, Marco - 01 - Articolo su rivista
rivista: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:000883950000001 (5) - scopus: 2-s2.0-85141629351 (11)
2108/424143 - 2020 -
Pat-in-the-loop: Syntax-based neural networks with activation visualization and declarative control Zanzotto, Fabio Massimo; Tommasino, Pierfrancesco; Ranaldi, Leonardo - 01 - Articolo su rivista
rivista: FUTURE INTERNET (Basel : MDPI) pp. 112-118 - issn: 1999-5903 - wos: (0) - scopus: 2-s2.0-85098918473 (1)
2108/294980 - 2020 -
KERMIT: Complementing transformer architectures with encoders of explicit syntactic interpretations Zanzotto, Fabio Massimo; Ranaldi, Leonardo - 02 - Intervento a convegno
congresso: 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020 ()
libro: EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference - ()
2108/253970 - 2020 -
Hiding Your Face Is Not Enough: user identity linkage with image recognition Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 01 - Articolo su rivista
rivista: SOCIAL NETWORK ANALYSIS AND MINING (New York - Berlin: springer) pp. - - issn: 1869-5450 - wos: WOS:000550094900001 (5) - scopus: 2-s2.0-85087462393 (9)
2108/298915 - 2020 -
Pat-in-the-loop: Declarative knowledge for controlling neural networks Ranaldi, Leonardo; Zanzotto, Fabio Massimo - 01 - Articolo su rivista
rivista: FUTURE INTERNET (Basel : MDPI) pp. 1-12 - issn: 1999-5903 - wos: WOS:000601940400001 (4) - scopus: 2-s2.0-85097019708 (6)