Based on our empirical observation, the sentence-level sentiment classifiers without considering aspects can still achieve competitive results with many recent ABSA methods (see TextCNN and LSTM in Table 3).
even advanced ABSA methods trained on these datasets can hardly distinguish the sentiment polarities towards different aspects in the sentences that contain multiple aspects and multiple sentiments.