Davide Napolitano

According to our database, Davide Napolitano authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering.

Ali Yassine, Claudio Savelli, Davide Napolitano, Giuseppe Gallipoli, Luca Cagliero, Elena Baralis

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 2026

Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents.

Davide Napolitano, Luca Cagliero, Fabrizio Battiloro

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding.

Lorenzo Vaiani, Davide Napolitano, Luca Cagliero

Comput., 2025

PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding.

Lorenzo Vaiani, Davide Napolitano, Luca Cagliero

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

2024

Efficient Neural Network-Based Estimation of Interval Shapley Values.

Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

IEEE Trans. Knowl. Data Eng., December, 2024

BONES: a Benchmark fOr Neural Estimation of Shapley values.

Davide Napolitano, Luca Cagliero

CoRR, 2024

Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach.

Davide Napolitano, Luca Cagliero

Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024

On Leveraging Multi-Page Element Relations in Visually-Rich Documents.

Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection.

Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

CoRR, 2023

PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection.

Lorenzo D'Amico, Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

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

Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach.

Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets.

Davide Napolitano, Luca Cagliero

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023