ABCNN: Attention-Based Convolutional Neural Networkfor Modeling Sentence Pairs
Table 6: Results on SICK. Significant improvements over [Lai and Hockenmaier2014] are marked with ∗ (test of equal proportions, p < .05).
['method Sem- Eval Top3', 'method ', 'acc 83.1']
Results. Comparing ABCNNs with the BCNN, attention mechanisms consistently improve performance. The ABCNN-1 has performance comparable to the ABCNN-2 while the ABCNN-3 is better still: a boost of 1.6 points compared to the previous state of the art.