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Author

Davide Napolitano

Observed names: NAPOLITANO, DAVIDE, Napolitano, Davide, Napolitano,Davide
Observed institution: Politecnico di Torino
ORCID: 0000-0001-9077-4103
Observed ORCID: 0000-0001-9077-4103
OpenAlex ID: A5103070396
Efficient Neural Network-Based Estimation of Interval Shapley Values
2024 · Davide Napolitano, Lorenzo Vaiani, et al. · IEEE Transactions on Knowledge and Data Engineering · 5
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets
2023 · Davide Napolitano, Luca Cagliero · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · 2
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BONES: a benchmark for neural estimation of shapley values
2024 · Davide Napolitano, Luca Cagliero · IEEE International Conference on Application of Information and Communication Technologies (AICT) · 1
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Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
2023 · Napolitano, Davide, Vaiani, Lorenzo, et al. · arXiv (Cornell University) · 1
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Advancing Deep Learning Across Modalities: From Explainability to Multimodal Content Understanding
2026 · NAPOLITANO, DAVIDE · PORTO@Iris
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Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 · Davide Napolitano, Luca Cagliero, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 · Association for Artificial Intelligence 2026, Battiloro, Fabrizio, et al. · Underline Science Inc.
485 - Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 · Association for Artificial Intelligence 2026, Battiloro, Fabrizio, et al. · Underline Science Inc.
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering
2026 · Yassine, Ali, Savelli, Claudio, et al. · PORTO@Iris
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LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation
2025 · Davide Napolitano, Luca Cagliero · IEEE Transactions on Artificial Intelligence
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Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2025 · Napolitano, Davide, Cagliero, Luca, et al. · arXiv (Cornell University)
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A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 · Lorenzo Vaiani, Davide Napolitano, et al. · Computers
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PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding
2025 · Napolitano, Davide, Vaiani, Lorenzo, et al. · PORTO@Iris
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FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management
2024 · Andrea Avignone, Davide Napolitano, et al. · IEEE International Conference on Application of Information and Communication Technologies (AICT)
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On Leveraging Multi-Page Element Relations in Visually-Rich Documents
2024 · Davide Napolitano, Lorenzo Vaiani, et al. · IEEE Annual International Computer Software and Applications Conference (COMPSAC)
Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
2024 · Napolitano, Davide, Cagliero, Luca · PORTO@Iris
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Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach
2023 · Napolitano,Davide, Vaiani, Lorenzo, et al. · PORTO@Iris
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PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection
2023 · D'Amico,Lorenzo, Napolitano,Davide, et al. · PORTO@Iris
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Works count: 19
Citation count: 9
H-index: 2
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