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cs.LG2026
Does Reasoning Improve Psychological Depth in Large Language Models? It Depends on Who's Judging
Ruichen Zheng, Yihe Wang, Fabrice Y Harel-Canada +4
LLM-as-a-Judge evaluators are increasingly used to score open-ended generation, yet a judge's correlation with human ratings on its development set may not guarantee valid measurem…
cs.AI2026
NormViz: A Benchmark and Framework for Grounding Multimodal Reasoning in Global Cultures
Akhila Yerukola, Fabrice Y Harel-Canada, Simran Khanuja +5
AI systems are used worldwide, but they struggle to serve the needs of culturally diverse populations. Prior work on cultural understanding evaluates AI systems on text-only settin…