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Author

G. Pozzato

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Preprint Aug 2026

A Cognitively Motivated Multidimensional Framework for Evaluating Metaphor Explanations

Current evaluation of metaphor explanations relies mainly on holistic quality ratings, revealing little about how explanation quality is structured or where human judgments agree and diverge. We introduce a cognitively motivated framework that decomposes metaphor explanation quality into six theoretically grounded dime...

Ana Naveriani, Jakob Suchan, S. Zoia et al. · 0 citations
Jul 2026

Learning Structural Convergence: A Neuro-Symbolic Benchmark for Temporal Reasoning

In controlled synthetic settings, semantically grounded trajectories provide an effective representation for temporal structural reasoning, supporting further investigation of semantic interfaces between event data, structured representations, and temporal learning.

Michael Romei De Socio, G. Pozzato, Alessio Merlo · 0 citations

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