Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference
Table 2: Accuracy and macro-F1 (%) for aspect based sentiment analysis on three popular datasets.
['[BOLD] Domain  [BOLD] Methods', '[BOLD] Laptop  [BOLD] Acc.', '[BOLD] Laptop  [BOLD] F1', '[BOLD] Restaurant  [BOLD] Acc.', '[BOLD] Restaurant  [BOLD] F1', '[BOLD] Twitter  [BOLD] Acc.', '[BOLD] Twitter  [BOLD] F1']
Since BERT outperforms previous non-BERT-based studies on ABSA task by a large margin, we are not going to compare our models with non-BERT-based models.