| Document-level relation extraction with adaptive thresholding and localized context pooling W Zhou, K Huang, T Ma, J Huang AAAI, 2021 | 304 | 2021 |
| An improved baseline for sentence-level relation extraction W Zhou, M Chen AACL, 2022 | 160 | 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 | 118* | 2024 |
| Context-faithful prompting for large language models W Zhou, S Zhang, H Poon, M Chen EMNLP-Findings, 2023 | 102 | 2023 |
| Contrastive out-of-distribution detection for pretrained transformers W Zhou, F Liu, M Chen EMNLP, 2021 | 101 | 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 | 62 | 2020 |
| Learning from noisy labels for entity-centric information extraction W Zhou, M Chen EMNLP, 2021 | 61 | 2021 |
| Summarization as indirect supervision for relation extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen EMNLP-Findings, 2022 | 50 | 2022 |
| 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 | 47 | 2022 |
| 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 | 45* | 2020 |
| MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding F Wang, X Fu, JY Huang, Z Li, Q Liu, X Liu, MD Ma, N Xu, W Zhou, ... arXiv preprint arXiv:2406.09411, 2024 | 33 | 2024 |
| Isobn: Fine-tuning bert with isotropic batch normalization W Zhou, BY Lin, X Ren AAAI, 2021 | 31* | 2021 |
| A causal view of entity bias in (large) language models F Wang, W Mo, Y Wang, W Zhou, M Chen EMNLP-Findings, 2023 | 28 | 2023 |
| A variational approach to weakly supervised document-level multi-aspect sentiment classification Z Zeng, W Zhou, X Liu, Y Song NAACL, 2019 | 28* | 2019 |
| Geolm: Empowering language models for geospatially grounded language understanding Z Li, W Zhou, YY Chiang, M Chen EMNLP, 2023 | 24 | 2023 |
| Offset unlearning for large language models JY Huang, W Zhou, F Wang, F Morstatter, S Zhang, H Poon, M Chen arXiv preprint arXiv:2404.11045, 2024 | 20 | 2024 |
| mDPO: Conditional Preference Optimization for Multimodal Large Language Models F Wang, W Zhou, JY Huang, N Xu, S Zhang, H Poon, M Chen EMNLP, 2024 | 15 | 2024 |
| Multi-hop evidence retrieval for cross-document relation extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen ACL-Findings, 2023 | 15 | 2023 |
| Prix-lm: Pretraining for multilingual knowledge base construction W Zhou, F Liu, I Vulić, N Collier, M Chen ACL, 2022 | 13 | 2022 |
| Robust natural language understanding with residual attention debiasing F Wang, JY Huang, T Yan, W Zhou, M Chen ACL-Findings, 2023 | 12 | 2023 |
Muhao ChenAssistant Professor of Computer Science, University of California, DavisEmail verificata su ucdavis.edu