Sentiment induction for attention and lexicon regularized neural sentiment analysis: improving aspect-based neural sentiment analysis with lexicon enhancement, attention regularization and sentiment induction 

Bao, Lingxian (Date of defense: 2021-11-11)

Deep neural networks as an end-to-end approach lacks flexibility and robustness from an application point of view, as one cannot easily adjust the network to fix an obvious problem, especially when new training data is ...