Syntax-based Deep Matching of Short Textsthis work is done when the first author worked as intern at Noah’s Ark Lab, Huawei Technologies.
Table 1: The results of all models on Original-vs-Random. DeepMatchtree signiﬁcantly outperforms all the baselines (p<0.01 from t-test).
['Model', 'P@1 (1v1)', 'P@1 (1v9)']
As it shows, our model outperforms all the competitor models with large margins. The contribution of deep architectures is manifested by the differences between the deep architectures and shallow ones with the same mined patterns.