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Matteo Marcuzzo

2 accepted papers

2025

Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables

EMNLP 2025

As LLMs excel on standard reading comprehension benchmarks, attention is shifting toward evaluating their capacity for complex abstract reasoning and inference. Literature-based benchmarks, with their rich narrative and moral depth, provide a compelling framework for evaluating such deeper comprehen

2025

Pun Unintended: LLMs and the Illusion of Humor Understanding

EMNLP 2025

Puns are a form of humorous wordplay that exploits polysemy and phonetic similarity. While LLMs have shown promise in detecting puns, we show in this paper that their understanding often remains shallow, lacking the nuanced grasp typical of human interpretation. By systematically analyzing and refor