| User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models W Li, L Zhu, Y Shi, K Guo, E Cambria Applied Soft Computing, 106435, 2020 | 178 | 2020 |
| SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition W Li, L Zhu, R Mao, E Cambria Proceedings of AAAI, 2023 | 67 | 2023 |
| DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain W Li, K Guo, Y Shi, L Zhu, Y Zheng Knowledge-Based Systems 146, 203-214, 2018 | 57 | 2018 |
| Survey on classic and latest textual sentiment analysis articles and techniques Y Shi, L Zhu, W Li, K Guo, Y Zheng International Journal of Information Technology & Decision Making 18 (04 …, 2019 | 50 | 2019 |
| Stock trading rule discovery with double deep Q-network Y Shi, W Li, L Zhu, K Guo, E Cambria Applied Soft Computing 107, 107320, 2021 | 43 | 2021 |
| ECPEC: Emotion-cause pair extraction in conversations W Li, Y Li, V Pandelea, M Ge, L Zhu, E Cambria IEEE Transactions on Affective Computing 14 (3), 1754-1765, 2022 | 41 | 2022 |
| PAED: Zero-Shot Persona Attribute Extraction in Dialogues L Zhu, W Li, R Mao, V Pandelea, E Cambria Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 33 | 2023 |
| SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis L Zhu, W Li, Y Shi, K Guo IEEE Transactions on Neural Networks and Learning Systems, 2020 | 32 | 2020 |
| Discovering the cognition behind language: Financial metaphor analysis with MetaPro R Mao, K Du, Y Ma, L Zhu, E Cambria 2023 IEEE International Conference on Data Mining (ICDM), 1211-1216, 2023 | 28 | 2023 |
| Taylor’s theorem: A new perspective for neural tensor networks W Li, L Zhu, E Cambria Knowledge-Based Systems 228, 107258, 2021 | 24 | 2021 |
| Build a tourism-specific sentiment lexicon via word2vec W Li, L Zhu, K Guo, Y Shi, Y Zheng Annals of Data Science 5, 1-7, 2018 | 24 | 2018 |
| Improved new word detection method used in tourism field W Li, K Guo, Y Shi, L Zhu, Y Zheng Procedia Computer Science 108, 1251-1260, 2017 | 17 | 2017 |
| Neurosymbolic AI for Personalized Sentiment Analysis L Zhu, R Mao, E Cambria, BJ Jansen the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June …, 2024 | 14 | 2024 |
| Enhanced word embedding with multiple prototypes Y Zheng, Y Shi, K Guo, W Li, L Zhu 2017 4th International Conference on Industrial Economics System and …, 2017 | 12 | 2017 |
| Intrinsic or extrinsic evaluation: An overview of word embedding evaluation Y Shi, Y Zheng, K Guo, L Zhu, Y Qu 2018 IEEE international conference on data mining workshops (ICDMW), 1255-1262, 2018 | 11 | 2018 |
| A survey on pragmatic processing techniques R Mao, M Ge, S Han, W Li, K He, L Zhu, E Cambria Information Fusion 114, 102712, 2025 | 6 | 2025 |
| Word similarity fails in multiple sense word embedding Y Shi, Y Zheng, K Guo, W Li, L Zhu Computational Science–ICCS 2018: 18th International Conference, Wuxi, China …, 2018 | 6 | 2018 |
| The tourism-specific sentiment vector construction based on kernel optimization function L Zhu, W Li, K Guo, Y Shi, Y Zheng Procedia computer science 122, 1162-1167, 2017 | 5 | 2017 |
| HIPPL: Hierarchical Intent-Inferring Pointer Network With Pseudo Labeling for Consistent Persona-Driven Dialogue Generation [Research Frontier] L Zhu, W Li, R Mao, E Cambria IEEE Computational Intelligence Magazine 19 (4), 63-78, 2024 | 4 | 2024 |
| Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing W Li, L Zhu, W Shao, Z Yang, E Cambria 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2023 | 4 | 2023 |
Erik CambriaProfessor of Artificial Intelligence, CCDS, NTU SingaporeAdresse e-mail validée de ntu.edu.sg