Luana Bulla

According to our database, Luana Bulla authored at least 21 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Effective Hierarchical Text Classification with Large Language Models.

Carmelo Fabio Longo, Giusy Giulia Tuccari, Luana Bulla, Chiara Maria Russo, Misael Mongiovì

SN Comput. Sci., October, 2025

Evaluation of LLMs on Long-tail Entity Linking in Historical Documents.

Marta Boscariol, Luana Bulla, Lia Draetta, Beatrice Fiumanò, Emanuele Lenzi, Leonardo Piano

CoRR, May, 2025

Eliciting metaknowledge in Large Language Models.

Carmelo Fabio Longo, Misael Mongiovì, Luana Bulla, Antonio Lieto

Cogn. Syst. Res., 2025

Underperformance or Pluralism: A Machine Learning Perspective on Inter-Annotator Agreement.

Luana Bulla, Misael Mongiovì, Aldo Gangemi

Proceedings of the 4th International Conference on Hybrid Human-Artificial Intelligence, 2025

Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios.

Luana Bulla, Gabriele Tuccio, Misael Mongiovì, Aldo Gangemi

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

GRAMMAR-LLM: Grammar-Constrained Natural Language Generation.

Gabriele Tuccio, Luana Bulla, Maria Madonia, Aldo Gangemi, Misael Mongiovì

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

EX-CODE: A Robust and Explainable Model to Detect AI-Generated Code.

Luana Bulla, Alessandro Midolo, Misael Mongiovì, Emiliano Tramontana

Inf., 2024

Leveraging knowledge graphs inference for semi-explainable systems based on large language models.

Carmelo Fabio Longo, Daniele Francesco Santamaria, Misael Mongiovì, Luana Bulla, Emilio M. Sanfilippo

Proceedings of the Joint Ontology Workshops (JOWO), 2024

Adequate Prompting Improves Performance of Regression Models of Emotional Content.

Luana Bulla, Misael Mongiovì

Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

Evaluation of LLMs on Long-tail Entity Linking in Historical Documents (short paper).

Marta Boscariol, Luana Bulla, Lia Draetta, Beatrice Fiumanò, Emanuele Lenzi, Leonardo Piano

Proceedings of the Joint Proceedings of Posters, 2024

HTC-GEN: A Generative LLM-Based Approach to Handle Data Scarcity in Hierarchical Text Classification.

Carmelo Fabio Longo, Misael Mongiovì, Luana Bulla, Giusy Giulia Tuccari

Proceedings of the 13th International Conference on Data Science, 2024

2023

VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage.

Federico Becattini, Pietro Bongini, Luana Bulla, Alberto Del Bimbo, Ludovica Marinucci, Misael Mongiovì, Valentina Presutti

ACM Trans. Multim. Comput. Commun. Appl., November, 2023

Do Language Models Understand Morality? Towards a Robust Detection of Moral Content.

Luana Bulla, Aldo Gangemi, Misael Mongiovì

Proceedings of the Value Engineering in Artificial Intelligence, 2023

ISTC-CNR at EmotivITA: Towards Better Dimensional and multi-dimensional Analysis of VAD Emotions (short paper).

Luana Bulla, Misael Mongiovì

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Comparing User Perspectives in a Virtual Reality Cultural Heritage Environment.

Luana Bulla, Stefano De Giorgis, Aldo Gangemi, Chiara Lucifora, Misael Mongiovì

Proceedings of the Advanced Information Systems Engineering, 2023

Towards Distribution-shift Robust Text Classification of Emotional Content.

Luana Bulla, Aldo Gangemi, Misael Mongiovì

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Semi-Automatic Systematic Literature Reviews and Information Extraction of COVID-19 Scientific Evidence: Description and Preliminary Results of the COKE Project.

Davide Golinelli, Andrea Giovanni Nuzzolese, Francesco Sanmarchi, Luana Bulla, Misael Mongiovì, Aldo Gangemi, Paola Rucci

Inf., 2022

Detection of Morality in Tweets Based on the Moral Foundation Theory.

Luana Bulla, Stefano De Giorgis, Aldo Gangemi, Ludovica Marinucci, Misael Mongiovì

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Developing and Aligning a Detailed Controlled Vocabulary for Artwork.

Luana Bulla, Maria Chiara Frangipane, Maria Letizia Mancinelli, Ludovica Marinucci, Misael Mongiovì, Margherita Porena, Valentina Presutti, Chiara Veninata

Proceedings of the New Trends in Database and Information Systems, 2022

Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods.

Luigi Asprino, Luana Bulla, Stefano De Giorgis, Aldo Gangemi, Ludovica Marinucci, Misael Mongiovì

Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2022

2021

A Large Visual Question Answering Dataset for Cultural Heritage.

Luigi Asprino, Luana Bulla, Ludovica Marinucci, Misael Mongiovì, Valentina Presutti

Proceedings of the Machine Learning, Optimization, and Data Science, 2021