AINeutralarXiv – CS AI · 7h ago6/10
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BioDivergence: A Benchmark and Evaluation Framework for Hidden Contextual Contradictions in Biomedical Abstracts
Researchers introduce BioDivergence, a new evaluation framework that distinguishes between genuine contradictions and context-dependent divergences in biomedical research claims. The framework includes a six-class taxonomy and 13-axis ontology to capture why studies produce seemingly conflicting results, with a released benchmark of 11,865 claim pairs showing that current NLI models struggle with contextual understanding.