| Cert: Contrastive self-supervised learning for language understanding H Fang, S Wang, M Zhou, J Ding, P Xie arXiv preprint arXiv:2005.12766, 2020 | 320 | 2020 |
| Meddialog: A large-scale medical dialogue dataset G Zeng, W Yang, Z Ju, Y Yang, S Wang, R Zhang, M Zhou, J Zeng, ... EMNLP, 9241-9250, 2020 | 162* | 2020 |
| On the Generation of Medical Dialogs for COVID-19 M Zhou, Z Li, B Tan, G Zeng, W Yang, X He, Z Ju, S Chakravorty, S Chen, ... ACL, 886–896, 2021 | 46* | 2021 |
| Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness J Ren, D Zhang, Y Wang, L Chen, Z Zhou, Y Chen, X Cheng, X Wang, ... NeurIPS 2021, 2021 | 40* | 2021 |
| Self-supervised Regularization for Text Classification M Zhou, Z Li, P Xie Transactions of the Association for Computational Linguistics 9, 2021 | 15 | 2021 |
| From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader W Xu, X Li, W Zhang, M Zhou, L Bing, W Lam, L Si arXiv preprint arXiv:2212.04755, 2022 | 6 | 2022 |
| Enhancing Cross-lingual Prompting with Dual Prompt Augmentation M Zhou, X Li, Y Jiang, L Bing Findings of the Association for Computational Linguistics: ACL 2023, 2023 | 4* | 2023 |
| Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs J Ren, M Li, M Zhou, SH Chan, Q Zhang ICML 2022, 2022 | 2 | 2022 |
| End-To-End Graph-Based Deep Semi-Supervised Learning with Extended Graph Laplacian Z Wang, E Tu, M Zhou, J Yang 2020 Chinese Automation Congress (CAC), 5948-5953, 2020 | 2 | 2020 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader W Xu, X Li, W Zhang, M Zhou, W Lam, L Si, L Bing Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAIVerified email at eng.ucsd.edu
