Stochastic Answer Networks for Natural Language Inference
Table 2: Comparison with the state-of-the-art on MultiNLI, SNLI and Quora Question test sets.
['Model', 'MultiNLI Test Matched', 'MultiNLI Test Mismatched']
Our model achieves the best performance on SciTai and Quora Question tasks. For instance, SAN obtains 89.4 (vs 89.1) and 88.4 (88.3) on the Quora Question and SciTail test set, respectively and set the new state-of-the-art. On SNLI and MultiNLI dataset, ESIM+ELMo Peters et al. However, SAN is still competitive these models. On SciTail dataset, SAN even outperforms GPT. Due to the space limitation, we only list two top models.