Stochastic Answer Networks for Natural Language Inference
Table 1: Comparison of single and multi-step inference strategies on MultiNLI, SNLI, Quora Question and SciTail dev sets.
['[EMPTY]', 'Single-step', 'SAN']
For example, on SciTail dataset, SAN outperforms the single-step model by +3.89 (85.46 vs 89.35).