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cs.CL2025
How Semantically Stable Are LLM Refusals? Measuring Confusion in Local Safety Boundaries
Riad Ahmed Anonto, Md Labid Al Nahiyan, Md Tanvir Hassan
As safety alignment becomes standard in large language models, refusal behavior has become an important part of model reliability. However, models may still reject benign prompts,…
cs.CL2025
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
Mahir Labib Dihan, Md Tanvir Hassan, Md Tanvir Parvez +5
Recent advancements in foundation models have improved autonomous tool usage and reasoning, but their capabilities in map-based reasoning remain underexplored. To address this, we…