Papers by Giovanni Bonetta
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark (2025.findings-emnlp)
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Davide Testa, Giovanni Bonetta, Raffaella Bernardi, Alessandro Bondielli, Alessandro Lenci, Alessio Miaschi, Lucia Passaro, Bernardo Magnini
| Challenge: | MAIA evaluates visual language models on video-related tasks using reasoning categories that aim to disentangle language and vision relations. |
| Approach: | a native-italian benchmark is designed for fine-grained investigation of the reasoning abilities of visual language models on videos. |
| Outcome: | The benchmark evaluates visual language models on two aligned tasks and a visual question-answering task. |