Papers and datasets on social reasoning, cross-lingual weakness discovery, evaluator bias, and feedback for improving models.
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SocialMaze: A Benchmark for Evaluating and Enhancing Social Reasoning in Large Language Models in Complex Social Environments
Paper • 2505.23713 • Published -
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
Paper • 2505.18673 • Published -
Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias
Paper • 2607.11871 • Published -
xzx34/SocialMaze
Viewer • Updated • 200k • 172 • 20