Do Not Have Enough Data? Deep Learning to the Rescue!
Table 5: Accuracy of LAMBADA vs. other generative approaches over all datasets and classifiers. LAMBADA is statistically (* McNemar, p−value<0.01) superior to all models on each classifier and each dataset (on par to EDA with SVM on TREC).
['Dataset', '[EMPTY]', 'BERT', 'SVM', 'LSTM']
S5SSx4SSSx3 Comparison of Generative Models We compared our approach to other leading text generator approaches. In the TREC dataset, the results for BERT are significantly better than all other methods. On the TREC dataset with SVM classifier, our method is on par with EDA.