| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark N Zhang, M Chen, Z Bi, X Liang, L Li, X Shang, K Yin, C Tan, J Xu, ... ACL 2022, 2021 | 207 | 2021 |
| Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion X Chen, N Zhang, L Li, S Deng, C Tan, C Xu, F Huang, L Si, H Chen SIGIR 2022, 2022 | 156 | 2022 |
| Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction X Chen, N Zhang, L Li, Y Yao, S Deng, C Tan, F Huang, L Si, H Chen NAACL 2022, 2022 | 123 | 2022 |
| LightNER: a lightweight tuning paradigm for low-resource NER via pluggable prompting X Chen, L Li, S Deng, C Tan, C Xu, F Huang, L Si, H Chen, N Zhang COLING 2022, 2021 | 122* | 2021 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning X Chen, L Li, N Zhang, X Liang, S Deng, C Tan, F Huang, L Si, H Chen NeurIPS 2022, 2022 | 53 | 2022 |
| Deepke: A deep learning based knowledge extraction toolkit for knowledge base population N Zhang, X Xu, L Tao, H Yu, H Ye, X Xie, X Chen, Z Li, L Li, X Liang, ... EMNLP Demo 2022, 2022 | 47 | 2022 |
| Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning X Chen, L Li, N Zhang, C Tan, F Huang, L Si, H Chen SIGIR 2022 Short, 2022 | 38 | 2022 |
| Multimodal analogical reasoning over knowledge graphs N Zhang, L Li, X Chen, X Liang, S Deng, H Chen ICLR 2023, 2022 | 33 | 2022 |
| One model for all domains: collaborative domain-prefix tuning for cross-domain NER X Chen, L Li, Q Fei, N Zhang, C Tan, Y Jiang, F Huang, H Chen IJCAI 2023, 2023 | 19 | 2023 |
| Tool-Augmented Reward Modeling L Li, Y Chai, S Wang, Y Sun, H Tian, N Zhang, H Wu ICLR 2024 (Spotlight), 2023 | 16 | 2023 |
| On analyzing the role of image for visual-enhanced relation extraction (student abstract) L Li, X Chen, S Qiao, F Xiong, H Chen, N Zhang Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16254 …, 2023 | 16* | 2023 |
| Sequence Labeling as Non-Autoregressive Dual-Query Set Generation X Chen, L Li, Y Zhu, S Deng, C Tan, F Huang, L Si, N Zhang, H Chen IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 4 | 2024 |
| HyperloRA: Efficient cross-task generalization via constrained low-rank adapters generation C Lv, L Li, S Zhang, G Chen, F Qi, N Zhang, HT Zheng Findings of the Association for Computational Linguistics: EMNLP 2024, 16376 …, 2024 | 2 | 2024 |
| Revisiting k-NN for Fine-Tuning Pre-trained Language Models L Li, J Chen, B Tian, N Zhang China National Conference on Chinese Computational Linguistics, 327-338, 2023 | 2 | 2023 |
