| Document-level relation extraction with adaptive thresholding and localized context pooling W Zhou, K Huang, T Ma, J Huang AAAI, 2021 | 196 | 2021 |
| An improved baseline for sentence-level relation extraction W Zhou, M Chen AACL, 2022 | 114 | 2022 |
| Contrastive out-of-distribution detection for pretrained transformers W Zhou, F Liu, M Chen EMNLP, 2021 | 84 | 2021 |
| Nero: A neural rule grounding framework for label-efficient relation extraction W Zhou, H Lin, BY Lin, Z Wang, J Du, L Neves, X Ren WWW, 2020 | 53 | 2020 |
| Learning from noisy labels for entity-centric information extraction W Zhou, M Chen EMNLP, 2021 | 50 | 2021 |
| Context-faithful prompting for large language models W Zhou, S Zhang, H Poon, M Chen EMNLP-Findings, 2023 | 45 | 2023 |
| Learning from explanations with neural execution tree Z Wang, Y Qin, W Zhou, J Yan, Q Ye, L Neves, Z Liu, X Ren ICLR, 2020 | 41* | 2020 |
| Summarization as indirect supervision for relation extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen EMNLP-Findings, 2022 | 38 | 2022 |
| Universalner: Targeted distillation from large language models for open named entity recognition W Zhou, S Zhang, Y Gu, M Chen, H Poon ICLR, 2024 | 31 | 2024 |
| Should we rely on entity mentions for relation extraction? debiasing relation extraction with counterfactual analysis Y Wang, M Chen, W Zhou, Y Cai, Y Liang, D Liu, B Yang, J Liu, B Hooi NAACL, 2022 | 30 | 2022 |
| Isobn: Fine-tuning bert with isotropic batch normalization W Zhou, BY Lin, X Ren AAAI, 2021 | 27* | 2021 |
| A variational approach to weakly supervised document-level multi-aspect sentiment classification Z Zeng, W Zhou, X Liu, Y Song NAACL, 2019 | 21* | 2019 |
| Prix-lm: Pretraining for multilingual knowledge base construction W Zhou, F Liu, I Vulić, N Collier, M Chen ACL, 2022 | 11 | 2022 |
| Multi-hop evidence retrieval for cross-document relation extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen ACL-Findings, 2023 | 8 | 2023 |
| Sharpness-aware minimization with dynamic reweighting W Zhou, F Liu, H Zhang, M Chen EMNLP-Findings, 2022 | 8* | 2022 |
| A causal view of entity bias in (large) language models F Wang, W Mo, Y Wang, W Zhou, M Chen EMNLP-Findings, 2023 | 7 | 2023 |
| Geolm: Empowering language models for geospatially grounded language understanding Z Li, W Zhou, YY Chiang, M Chen EMNLP, 2023 | 5 | 2023 |
| Graphcache: Message passing as caching for sentence-level relation extraction Y Wang, M Chen, W Zhou, Y Cai, Y Liang, B Hooi NAACL-Findings, 2022 | 5 | 2022 |
| Robust natural language understanding with residual attention debiasing F Wang, JY Huang, T Yan, W Zhou, M Chen ACL-Findings, 2023 | 4 | 2023 |
| Answer consolidation: Formulation and benchmarking W Zhou, Q Ning, H Elfardy, K Small, M Chen NAACL, 2022 | 3 | 2022 |
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
