In 50 LLM measurement tasks from 27 top-journal papers, LLM outputs are often central to claims yet validation is limited, mostly convergent, and frequently incomplete.
Wang,et al., Are Large Language Models Really Robust to Word-Level Perturbations? Transactions on Machine Learning Research(2025),https://openreview.net/forum? id=rWSiBknwQa
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Validating LLMs in social science: Epistemic threats and emerging norms
In 50 LLM measurement tasks from 27 top-journal papers, LLM outputs are often central to claims yet validation is limited, mostly convergent, and frequently incomplete.