| ERNIE: Enhanced Language Representation with Informative Entities Z Zhang, X Han, Z Liu, X Jiang, M Sun, Q Liu Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 1101 | 2019 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation X Han, H Zhu, P Yu, Z Wang, Y Yao, Z Liu, M Sun Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 443 | 2018 |
| OpenKE: An Open Toolkit for Knowledge Embedding X Han, S Cao, X Lv, Y Lin, Z Liu, M Sun, J Li Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 325 | 2018 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset Y Yao, D Ye, P Li, X Han, Y Lin, Z Liu, Z Liu, L Huang, J Zhou, M Sun Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 316 | 2019 |
| Pre-trained Models: Past, Present and Future X Han, Z Zhang, N Ding, Y Gu, X Liu, Y Huo, J Qiu, Y Yao, A Zhang, ... AI Open 2, 225-250, 2021 | 275 | 2021 |
| Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification T Gao, X Han, Z Liu, M Sun Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence …, 2019 | 274 | 2019 |
| PTR: Prompt Tuning with Rules for Text Classification X Han, W Zhao, N Ding, Z Liu, M Sun AI Open, 2022 | 193 | 2022 |
| FewRel 2.0: Towards More Challenging Few-shot Relation Classification T Gao, X Han, H Zhu, Z Liu, P Li, M Sun, J Zhou Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 178 | 2019 |
| GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification J Zhou, X Han, C Yang, Z Liu, L Wang, C Li, M Sun Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 156 | 2019 |
| Neural Knowledge Acquisition via Mutual Attention between Knowledge Graph and Text X Han, Z Liu, M Sun Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence …, 2018 | 152 | 2018 |
| PPT: Pre-trained Prompt Tuning for Few-shot Learning Y Gu, X Han, Z Liu, M Huang Proceedings of the 60th Annual Meeting of the Association for Computational …, 2021 | 144 | 2021 |
| Hierarchical Relation Extraction with Coarse-to-fine Grained Attention X Han, P Yu, Z Liu, M Sun, P Li Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 130 | 2018 |
| Adversarial Training for Weakly Supervised Event Detection X Wang, X Han, Z Liu, M Sun, P Li Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 123 | 2019 |
| OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction X Han, T Gao, Y Yao, D Ye, Z Liu, M Sun Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 123 | 2019 |
| Learning from Context or Names? An Empirical Study on Neural Relation Extraction H Peng, T Gao, X Han, Y Lin, P Li, Z Liu, M Sun, J Zhou Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 115 | 2020 |
| More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction X Han, T Gao, Y Lin, H Peng, Y Yang, C Xiao, Z Liu, P Li, M Sun, J Zhou Proceedings of the 1st Conference of the Asia-Pacific Chapter of the …, 2020 | 93 | 2020 |
| MAVEN: A massive general domain event detection dataset X Wang, Z Wang, X Han, W Jiang, R Han, Z Liu, J Li, P Li, Y Lin, J Zhou arXiv preprint arXiv:2004.13590, 2020 | 91 | 2020 |
| Few-nerd: A few-shot named entity recognition dataset N Ding, G Xu, Y Chen, X Wang, X Han, P Xie, HT Zheng, Z Liu arXiv preprint arXiv:2105.07464, 2021 | 88 | 2021 |
| HMEAE: Hierarchical modular event argument extraction X Wang, Z Wang, X Han, Z Liu, J Li, P Li, M Sun, J Zhou, X Ren Proceedings of the 2019 Conference on empirical methods in natural language …, 2019 | 77 | 2019 |
| Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations X Lv, Y Gu, X Han, L Hou, J Li, Z Liu Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 72 | 2019 |
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
