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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
Language Models Can Resolve Reference Compositionally, But It's Not Their Native Strength: The Case of the Personal Relation Task
Bart Evelo, Meaghan Fowlie, Denis Paperno
Do neural models, such as Large Language Models, genuinely acquire compositional abilities for interpretation of natural language? When we talk about semantic interpretation, we ca…