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Author

Matteo Paganelli

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Book Open access Nov 2026

TabgenQA: A Platform for Non-Relational, Multi-Tabular, Numerical QA Benchmark Generation and LLM Evaluation

Large language models (LLMs) are widely used for tabular data analysis, but their performance often does not transfer from standard Table QA benchmarks to real-world settings, where tables are typically non-relational, with hierarchical headers, merged cells, inconsistent units, noise, and implicit cross-table dependen...

Michele Luca Contalbo, Matteo Paganelli, Paolo Papotti et al. · 0 citations
Book Open access Nov 2026

CFX-Bench: A Benchmark for Counterfactual Explanations

Counterfactual explanations support model interpretability by identifying actionable recourse strategies, yet their evaluation remains fragmented across metrics, baselines, and experimental protocols. This paper introduces CFX-Bench, a unified benchmarking suite for comparing counterfactual explanations for tabular cla...

Riccardo Benassi, Federico Gualandri, Matteo Paganelli et al. · 0 citations

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