An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies
Table 2: Comparison of Typed Dependency Tree-LSTM with other LSTM models for semantic relatedness scoring. The values are taken from previously published results.
['Model', 'Pearson’s  [ITALIC] r', 'MSE']
The DT-LSTMs and DT-GRUs perform better than their sequential counterparts, validating that hierarchical structures are better in representing sentence semantics than sequences.