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cs.CL2026
Who Is Left of Whom? Tracing Spatial Evidence and Role Binding in Relative-Position Reasoning
Yingjin Song, Denis Paperno, Albert Gatt
High instance-level accuracy can mask inconsistencies in spatial reasoning when objects exchange positions or their roles are reversed in the query. The internal representations su…
cs.CL2026
From Vision to Language: Investigating Causal Information Flow in Multimodal Decision-Making
Davide Testa, Hugh Mee Wong, Alessandro Lenci +2
Vision-Language Models are commonly evaluated through their final predictions, but understanding whether these decisions are grounded in visual evidence requires tracing how visual…