| Document-level relation extraction with adaptive thresholding and localized context pooling W Zhou, K Huang, T Ma, J Huang AAAI, 2021 | 155 | 2021 |
| An improved baseline for sentence-level relation extraction W Zhou, M Chen AACL, 2022 | 88* | 2022 |
| Contrastive out-of-distribution detection for pretrained transformers W Zhou, F Liu, M Chen EMNLP, 2021 | 66 | 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 | 49 | 2020 |
| Learning from Noisy Labels for Entity-Centric Information Extraction W Zhou, M Chen EMNLP, 2021 | 40 | 2021 |
| Learning from explanations with neural execution tree Y Qin, Z Wang, W Zhou, J Yan, Q Ye, X Ren, L Neves, Z Liu ICLR, 2020 | 35* | 2020 |
| Isobn: Fine-tuning bert with isotropic batch normalization W Zhou, BY Lin, X Ren AAAI, 2021 | 23* | 2021 |
| Summarization as Indirect Supervision for Relation Extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen EMNLP-Findings, 2022 | 22 | 2022 |
| A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification Z Zeng, W Zhou, X Liu, Y Song NAACL-HLT, 2019 | 21* | 2019 |
| 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 | 20 | 2022 |
| Context-faithful prompting for large language models W Zhou, S Zhang, H Poon, M Chen EMNLP-Findings, 2023 | 17 | 2023 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction W Zhou, F Liu, I Vulić, N Collier, M Chen ACL, 2022 | 8 | 2022 |
| Sharpness-Aware Minimization with Dynamic Reweighting W Zhou, F Liu, H Zhang, M Chen EMNLP-Findings, 2022 | 7* | 2022 |
| 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 |
| Universalner: Targeted distillation from large language models for open named entity recognition W Zhou, S Zhang, Y Gu, M Chen, H Poon arXiv preprint arXiv:2308.03279, 2023 | 3 | 2023 |
| Multi-hop Evidence Retrieval for Cross-document Relation Extraction K Lu, I Hsu, W Zhou, MD Ma, M Chen ACL-Findings, 2023 | 3 | 2023 |
| Answer Consolidation: Formulation and Benchmarking W Zhou, Q Ning, H Elfardy, K Small, M Chen NAACL, 2022 | 3 | 2022 |
| Robust Natural Language Understanding with Residual Attention Debiasing F Wang, JY Huang, T Yan, W Zhou, M Chen ACL-Findings, 2023 | 1 | 2023 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning T Fang, Z Wang, W Zhou, H Zhang, Y Song, M Chen arXiv preprint arXiv:2305.14970, 2023 | 1 | 2023 |
| A Causal View of Entity Bias in (Large) Language Models F Wang, W Mo, Y Wang, W Zhou, M Chen EMNLP-Findings, 2023 | 1 | 2023 |
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
