Aspect-level sentiment analysis via convolution over dependency tree K Sun, R Zhang, S Mensah, Y Mao, X Liu Proceedings of the 2019 conference on empirical methods in natural language …, 2019 | 458 | 2019 |
Relation extraction with convolutional network over learnable syntax-transport graph K Sun, R Zhang, Y Mao, S Mensah, X Liu Proceedings of the AAAI conference on artificial intelligence 34 (05), 8928-8935, 2020 | 61 | 2020 |
Unsupervised sentence representation via contrastive learning with mixing negatives Y Zhang, R Zhang, S Mensah, X Liu, Y Mao Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11730 …, 2022 | 50 | 2022 |
Replicate, walk, and stop on syntax: an effective neural network model for aspect-level sentiment classification Y Zheng, R Zhang, S Mensah, Y Mao Proceedings of the AAAI conference on artificial intelligence 34 (05), 9685-9692, 2020 | 50 | 2020 |
Progressive multi-task learning with controlled information flow for joint entity and relation extraction K Sun, R Zhang, S Mensah, Y Mao, X Liu Proceedings of the AAAI Conference on Artificial Intelligence 35 (15), 13851 …, 2021 | 45 | 2021 |
Recurrent interaction network for jointly extracting entities and classifying relations K Sun, R Zhang, S Mensah, Y Mao, X Liu arXiv preprint arXiv:2005.00162, 2020 | 35 | 2020 |
An empirical study on leveraging position embeddings for target-oriented opinion words extraction S Mensah, K Sun, N Aletras arXiv preprint arXiv:2109.01238, 2021 | 25 | 2021 |
Collaborative filtering grounded on knowledge graphs Y Chen, S Mensah, F Ma, H Wang, Z Jiang Pattern Recognition Letters 151, 55-61, 2021 | 13 | 2021 |
Pairwise link prediction model for out of vocabulary knowledge base entities R Zhang, S Mensah, F Kong, Z Hu, Y Mao, X Liu ACM Transactions on Information Systems (TOIS) 38 (4), 1-28, 2020 | 12 | 2020 |
Dropmix: A textual data augmentation combining dropout with mixup F Kong, R Zhang, X Guo, S Mensah, Y Mao Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 10 | 2022 |
Aspect-level sentiment analysis via a syntax-based neural network R Zhang, Q Chen, Y Zheng, S Mensah, Y Mao IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 2568-2583, 2022 | 10 | 2022 |
Anchored model transfer and soft instance transfer for cross-task cross-domain learning: A study through aspect-level sentiment classification Y Zheng, R Zhang, S Wang, S Mensah, Y Mao Proceedings of The Web Conference 2020, 2754-2760, 2020 | 9 | 2020 |
A hierarchical n-gram framework for zero-shot link prediction M Li, J Chen, S Mensah, N Aletras, X Yang, Y Ye arXiv preprint arXiv:2204.10293, 2022 | 7 | 2022 |
A transformational biencoder with in-domain negative sampling for zero-shot entity linking K Sun, R Zhang, S Mensah, Y Mao, X Liu Findings of the Association for Computational Linguistics: ACL 2022, 1449-1458, 2022 | 7 | 2022 |
A neural bag-of-words modelling framework for link prediction in knowledge bases with sparse connectivity F Kong, R Zhang, H Guo, S Mensah, Z Hu, Y Mao The World Wide Web Conference, 2929-2935, 2019 | 7 | 2019 |
Learning implicit and explicit multi-task interactions for information extraction K Sun, R Zhang, S Mensah, Y Mao, X Liu ACM Transactions on Information Systems 41 (2), 1-29, 2023 | 6 | 2023 |
Classification-oriented dawid skene model for transferring intelligence from crowds to machines J Li, R Zhang, S Mensah, W Qin, C Hu Frontiers of Computer Science 17 (5), 175332, 2023 | 5 | 2023 |
Explicit role interaction network for event argument extraction N Ding, C Hu, K Sun, S Mensah, R Zhang Findings of the Association for Computational Linguistics: EMNLP 2022, 3475-3485, 2022 | 5 | 2022 |
A probabilistic model for user interest propagation in recommender systems S Mensah, C Hu, X Li, X Liu, R Zhang IEEE Access 8, 108300-108309, 2020 | 4 | 2020 |
Word Sense Disambiguation by Refining Target Word Embedding X Zhang, R Zhang, X Li, F Kong, J Chen, S Mensah, Y Mao Proceedings of the ACM Web Conference 2023, 1405-1414, 2023 | 3 | 2023 |