Figure 1: The architecture of position-aware bidirectional attention network for aspect-level sentiment analysis (PBAN).
3We apply a bidirectional attention mechanism, which can enhance the mutual relation between the aspect term and its corresponding sentence, and prevent the irrelevant words from getting more attention.