Flavio Petruzzellis

According to our database, Flavio Petruzzellis authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models.

Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

A Neural Rewriting System to Solve Algorithmic Problems.

Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies.

Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Learning to solve arithmetic problems with a virtual abacus.

Flavio Petruzzellis, Ling Xuan Chen, Alberto Testolin

Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

A Hybrid System for Systematic Generalization in Simple Arithmetic Problems.

Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

On the Relation between Opinion Change and Information Consumption on Reddit.

Flavio Petruzzellis, Francesco Bonchi, Gianmarco De Francisci Morales, Corrado Monti

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

2022

Self-Communicating Deep Reinforcement Learning Agents Develop External Number Representations.

Silvester Sabathiel, Trygve Solstad, Alberto Testolin, Flavio Petruzzellis

Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022