| Lifelong pretraining: Continually adapting language models to emerging corpora X Jin, D Zhang, H Zhu, W Xiao, SW Li, X Wei, A Arnold, X Ren NAACL 2022, 2021 | 123 | 2021 |
| Prognosis and diagnosis of Parkinson's disease using multi-task learning S Emrani, A McGuirk, W Xiao Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 59 | 2017 |
| Pairwise Supervised Contrastive Learning of Sentence Representations D Zhang, SW Li, W Xiao, H Zhu, R Nallapati, AO Arnold, B Xiang EMNLP 2021, 2021 | 58 | 2021 |
| Qaner: Prompting question answering models for few-shot named entity recognition AT Liu, W Xiao, H Zhu, D Zhang, SW Li, A Arnold arXiv preprint arXiv:2203.01543, 2022 | 44 | 2022 |
| Online robust principal component analysis with change point detection W Xiao, X Huang, F He, J Silva, S Emrani, A Chaudhuri IEEE Transactions on Multimedia 22 (1), 59-68, 2019 | 37 | 2019 |
| Novel online algorithms for nonparametric correlations with application to analyze sensor data W Xiao 2019 IEEE International Conference on Big Data (Big Data), 404-412, 2019 | 32* | 2019 |
| Virtual Augmentation Supported Contrastive Learning of Sentence Representations D Zhang, W Xiao, H Zhu, X Ma, AO Arnold Findings of ACL 2022, 2022 | 27 | 2022 |
| A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults W Xiao International Journal of Prognostics and Health Management 7, 2016 | 27 | 2016 |
| Fast training of support vector data description using sampling A Chaudhuri, DV Kakde, M Jahja, W Xiao, SH Kong, H Jiang, S Peredriy US Patent 9,830,558, 2017 | 25 | 2017 |
| Robust regression for optimal individualized treatment rules W Xiao, HH Zhang, W Lu Statistics in medicine 38 (11), 2059-2073, 2019 | 22 | 2019 |
| SWING: Balancing coverage and faithfulness for dialogue summarization KH Huang, S Singh, X Ma, W Xiao, F Nan, N Dingwall, WY Wang, ... arXiv preprint arXiv:2301.10483, 2023 | 18 | 2023 |
| Learning Dialogue Representations from Consecutive Utterances Z Zhou, D Zhang, W Xiao, N Dingwall, X Ma, AO Arnold, B Xiang NAACL 2022, 2022 | 18 | 2022 |
| Sampling method for fast training of support vector data description A Chaudhuri, D Kakde, M Jahja, W Xiao, S Kong, H Jiang, S Percdriy 2018 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2018 | 18 | 2018 |
| ConvexLAR: an extension of least angle regression W Xiao, Y Wu, H Zhou Journal of Computational and Graphical Statistics 24 (3), 603-626, 2015 | 14 | 2015 |
| Joint structure selection and estimation in the time-varying coefficient Cox model W Xiao, W Lu, HH Zhang Statistica Sinica 26 (2), 547, 2016 | 12 | 2016 |
| Rheumatoid arthritis disease progression modeling R Reeve, L Pang, B Ferguson, M O’Kelly, S Berry, W Xiao Therapeutic Innovation & Regulatory Science 47 (6), 641-650, 2013 | 11 | 2013 |
| Bingo at ijcnlp-2017 task 4: Augmenting data using machine translation for cross-linguistic customer feedback classification H Elfardy, J Kramer, M Srivastava, W Xiao, T Agarwal | 7 | 2017 |
| Monitoring, detection, and surveillance system using principal component analysis with machine and sensor data W Xiao, JMG da Silva, S Emrani, A Chaudhuri US Patent 10,303,954, 2019 | 5 | 2019 |
| Two-stage voice application recommender system for unhandled utterances in intelligent personal assistant W Xiao, Q Hu, T Mohamed, Z Gao, X Gao, R Arava, M AbdelHady Frontiers in big Data 5, 898050, 2022 | 4 | 2022 |
| Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants Q Hu, T Mohamed, W Xiao, Z Gao, X Gao, R Arava, X Ma, M AbdelHady EMNLP NLP4ConvAI workshop, 2021, 2021 | 4 | 2021 |