Coevolutionary recommendation model: Mutual learning between ratings and reviews Y Lu, R Dong, B Smyth Proceedings of the 2018 World Wide Web Conference, 773-782, 2018 | 177 | 2018 |
Why I like it: multi-task learning for recommendation and explanation Y Lu, R Dong, B Smyth Proceedings of the 12th ACM Conference on Recommender Systems, 4-12, 2018 | 146 | 2018 |
Html: Hierarchical transformer-based multi-task learning for volatility prediction L Yang, TLJ Ng, B Smyth, R Dong Proceedings of The Web Conference 2020, 441-451, 2020 | 99 | 2020 |
Combining similarity and sentiment in opinion mining for product recommendation R Dong, MP O’Mahony, M Schaal, K McCarthy, B Smyth Journal of Intelligent Information Systems 46 (2), 285-312, 2016 | 90 | 2016 |
Topic extraction from online reviews for classification and recommendation R Dong, M Schaal, MP O'Mahony, B Smyth Proceedings of the Twenty-Third International Joint Conference on Artificial …, 2013 | 87 | 2013 |
Visual recognition of traffic police gestures with convolutional pose machine and handcrafted features J He, C Zhang, X He, R Dong Neurocomputing 390, 248-259, 2020 | 72 | 2020 |
Opinionated product recommendation R Dong, M Schaal, MP O’Mahony, K McCarthy, B Smyth Case-Based Reasoning Research and Development: 21st International Conference …, 2013 | 69 | 2013 |
Generating plausible counterfactual explanations for deep transformers in financial text classification L Yang, EM Kenny, TLJ Ng, Y Yang, B Smyth, R Dong Proceedings of the COLING-20, 28th International Conference on Computational …, 2020 | 67 | 2020 |
Deep convolutional neural network for automatic fault recognition from 3D seismic datasets Y An, J Guo, Q Ye, C Childs, J Walsh, R Dong Computers & Geosciences 153, 104776, 2021 | 63 | 2021 |
Sentimental product recommendation R Dong, MP O'Mahony, M Schaal, K McCarthy, B Smyth Proceedings of the 7th ACM Conference on Recommender Systems, 411-414, 2013 | 62 | 2013 |
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis Y Linyi, L Jiazheng, C Pádraig, Z Yue, S Barry, D Ruihai Proceedings of the ACL-21, The Joint Conference of the 59th Annual Meeting …, 2021 | 56* | 2021 |
Explainable text-driven neural network for stock prediction L Yang, Z Zhang, S Xiong, L Wei, J Ng, L Xu, R Dong 2018 5th IEEE international conference on cloud computing and intelligence …, 2018 | 54 | 2018 |
Maec: A multimodal aligned earnings conference call dataset for financial risk prediction J Li, L Yang, B Smyth, R Dong Proceedings of the 29th ACM International Conference on Information …, 2020 | 40 | 2020 |
Further experiments in opinionated product recommendation R Dong, MP O’Mahony, B Smyth Case-Based Reasoning Research and Development: 22nd International Conference …, 2014 | 34 | 2014 |
Intelligent auto-grading system Z Wang, J Liu, R Dong 2018 5th IEEE international conference on cloud computing and intelligence …, 2018 | 32 | 2018 |
Leveraging BERT to improve the FEARS index for stock forecasting L Yang, Y Xu, TLJ Ng, R Dong ACL, 2019 | 26 | 2019 |
Caesar: context-aware explanation based on supervised attention for service recommendations L Li, L Chen, R Dong Journal of Intelligent Information Systems 57 (1), 147-170, 2021 | 25 | 2021 |
Towards an intelligent reviewer's assistant: recommending topics to help users to write better product reviews R Dong, K McCarthy, M O'Mahony, M Schaal, B Smyth Proceedings of the 2012 ACM international conference on Intelligent User …, 2012 | 25 | 2012 |
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting L Yang, J Li, R Dong, Y Zhang, B Smyth Proceedings of the AAAI Conference on Artificial Intelligence, 2022 | 23 | 2022 |
Method for recommending a commodity D Ruihai, MP O'mahony, B Smyth, M Schaal US Patent App. 14/286,760, 2014 | 22 | 2014 |