Table 3.
Accuracy (%) of RQE methods when trained using the training sets of SNLI, MultiNLI, Quora and Clinical-QE, and tested on our test set of 850 consumer health questions
Methods | Training Datasets | |||
---|---|---|---|---|
SNLI | MultiNLI | Quora | Clinical-QE | |
Neural Network (NN) | 48.94 | 54.59 | 52.35 | 48.71 |
NN + GloVe embeddings | 49.41 | 54.82 | 52.82 | 57.18 |
Logistic Regression + Features | 67.05 | 64.94 | 52.11 | 73.18 |
The best score are in bold