Product-of-Experts Training Reduces Dataset Artifacts in Natural Language Inference

Aby Mammen Mathew

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…