| A text abstraction summary model based on BERT word embedding and reinforcement learning Q Wang, P Liu, Z Zhu, H Yin, Q Zhang, L Zhang Applied Sciences 9 (21), 4701, 2019 | 90 | 2019 |
| Aspect based sentiment analysis with feature enhanced attention CNN-BiLSTM W Meng, Y Wei, P Liu, Z Zhu, H Yin IEEE Access 7, 167240-167249, 2019 | 88 | 2019 |
| A fusion model-based label embedding and self-interaction attention for text classification Y Dong, P Liu, Z Zhu, Q Wang, Q Zhang IEEE Access 8, 30548-30559, 2019 | 58 | 2019 |
| Aspect-gated graph convolutional networks for aspect-based sentiment analysis Q Lu, Z Zhu, G Zhang, S Kang, P Liu Applied Intelligence 51 (7), 4408-4419, 2021 | 57 | 2021 |
| Knowledge-guided multi-granularity GCN for ABSA Z Zhu, D Zhang, L Li, K Li, J Qi, W Wang, G Zhang, P Liu Information Processing & Management 60 (2), 103223, 2023 | 47 | 2023 |
| RETRACTED ARTICLE: ICDN: integrating consistency and difference networks by transformer for multimodal sentiment analysis Q Zhang, L Shi, P Liu, Z Zhu, L Xu Applied Intelligence 53 (12), 16332-16345, 2023 | 38 | 2023 |
| Interactive rule attention network for aspect-level sentiment analysis Q Lu, Z Zhu, D Zhang, W Wu, Q Guo IEEE Access 8, 52505-52516, 2020 | 32 | 2020 |
| A method of spam filtering based on weighted support vector machines X Chen, P Liu, Z Zhu, Y Qiu 2009 IEEE International Symposium on IT in Medicine & Education 1, 947-950, 2009 | 30 | 2009 |
| Attention-enhanced graph convolutional networks for aspect-based sentiment classification with multi-head attention G Xu, P Liu, Z Zhu, J Liu, F Xu Applied Sciences 11 (8), 3640, 2021 | 27 | 2021 |
| Bi-gru sentiment classification for chinese based on grammar rules and bert Q Lu, Z Zhu, F Xu, D Zhang, W Wu, Q Guo International Journal of Computational Intelligence Systems 13 (1), 538-548, 2020 | 27 | 2020 |
| Diverse dialogue generation by fusing mutual persona-aware and self-transferrer F Xu, G Xu, Y Wang, R Wang, Q Ding, P Liu, Z Zhu Applied Intelligence, 1-14, 2022 | 26 | 2022 |
| Syntactic and semantic analysis network for aspect-level sentiment classification D Zhang, Z Zhu, S Kang, G Zhang, P Liu Applied Intelligence 51 (8), 6136-6147, 2021 | 26 | 2021 |
| A lightweight model for efficient identification of plant diseases and pests based on deep learning H Guan, C Fu, G Zhang, K Li, P Wang, Z Zhu Frontiers in Plant Science 14, 1227011, 2023 | 25 | 2023 |
| An improving reasoning network for complex question answering over temporal knowledge graphs S Jiao, Z Zhu, W Wu, Z Zuo, J Qi, W Wang, G Zhang, P Liu Applied Intelligence 53 (7), 8195-8208, 2023 | 25 | 2023 |
| A dynamic emotional session generation model based on Seq2Seq and a dictionary-based attention mechanism Q Guo, Z Zhu, Q Lu, D Zhang, W Wu Applied Sciences 10 (6), 1967, 2020 | 25 | 2020 |
| A dynamic graph expansion network for multi-hop knowledge base question answering W Wu, Z Zhu, J Qi, W Wang, G Zhang, P Liu Neurocomputing 515, 37-47, 2023 | 17 | 2023 |
| Interactive multi-head attention networks for aspect-level sentiment classification Q Zhang, R Lu, Q Wang, Z Zhu, P Liu IEEE Access 7, 160017-160028, 2019 | 17 | 2019 |
| A knowledge inference model for question answering on an incomplete knowledge graph Q Guo, X Wang, Z Zhu, P Liu, L Xu Applied Intelligence 53 (7), 7634-7646, 2023 | 15 | 2023 |
| Graph convolutional networks with bidirectional attention for aspect-based sentiment classification J Liu, P Liu, Z Zhu, X Li, G Xu Applied Sciences 11 (4), 1528, 2021 | 15 | 2021 |
| Graph convolutional networks with hierarchical multi-head attention for aspect-level sentiment classification X Li, R Lu, P Liu, Z Zhu The Journal of Supercomputing 78 (13), 14846-14865, 2022 | 14 | 2022 |