Flavio Petruzzellis

16 papers A* 1A 2C 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification.
ICML
Flavio Petruzzellis, Cristina Cornelio, Pietro Lio
2025 J jnl
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification.
CoRR
Cristina Cornelio, Flavio Petruzzellis, Pietro Lio
2025 J jnl
Learning neuro-symbolic convergent term rewriting systems.
CoRR
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 A conf
A Neural Rewriting System to Solve Algorithmic Problems.
ECAI
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 J jnl
A Neural Rewriting System to Solve Algorithmic Problems.
CoRR
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 — conf
Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models.
ICANN (5)
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 J jnl
Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models.
CoRR
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 — conf
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies.
LREC/COLING
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2024 J jnl
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies.
CoRR
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2023 C conf
A Hybrid System for Systematic Generalization in Simple Arithmetic Problems.
NeSy
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2023 J jnl
A Hybrid System for Systematic Generalization in Simple Arithmetic Problems.
CoRR
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
2023 — conf
Learning to solve arithmetic problems with a virtual abacus.
NLDL
Flavio Petruzzellis, Ling Xuan Chen, Alberto Testolin
2023 J jnl
Learning to solve arithmetic problems with a virtual abacus.
CoRR
Flavio Petruzzellis, Ling Xuan Chen, Alberto Testolin
2023 A conf
On the Relation between Opinion Change and Information Consumption on Reddit.
ICWSM
Flavio Petruzzellis, Francesco Bonchi, Gianmarco De Francisci Morales, Corrado Monti
2022 J jnl
On the Relation Between Opinion Change and Information Consumption on Reddit.
CoRR
Flavio Petruzzellis, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
2022 — conf
Self-Communicating Deep Reinforcement Learning Agents Develop External Number Representations.
NLDL
Silvester Sabathiel, Trygve Solstad, Alberto Testolin, Flavio Petruzzellis