AI RESEARCH
Product-of-Experts Training Reduces Dataset Artifacts in Natural Language Inference
arXiv CS.AI
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ArXi:2604.19069v1 Announce Type: cross Neural NLI models overfit dataset artifacts instead of truly reasoning. A hypothesis-only model gets 57.7% in SNLI, showing strong spurious correlations, and 38.6% of the baseline errors are the result of these artifacts. We propose Product-of-Experts (PoE)