CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xiang Chen 016; Shumin Deng; Luoqiu Li; Hongbin Ye; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; et al. (CoRR, 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Mosha Chen; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; Fei Huang 002; Luo Si; Yuan Ni; et al. (ACL (1), 2022)

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. - Xiang Chen 016; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen; Ningyu Zhang 001 (COLING, 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Shuofei Qiao; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040 (EMNLP (Demos), 2022)

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NAACL-HLT (Findings), 2022)

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. - Xiang Chen 016; Lei Li 040; Ningyu Zhang 001; Xiaozhuan Liang; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (NeurIPS, 2022)

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. - Xiang Chen 016; Lei Li 040; Ningyu Zhang 001; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (SIGIR, 2022)

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Shumin Deng; Chuanqi Tan; Changliang Xu; Fei Huang 002; Luo Si; Huajun Chen (SIGIR, 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040; Xiaozhuan Liang; Yunzhi Yao; Shumin Deng; et al. (CoRR, 2022)

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. - Xiang Chen 016; Ningyu Zhang 001; Lei Li 040; Yunzhi Yao; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Huajun Chen (CoRR, 2022)

On Analyzing the Role of Image for Visual-enhanced Relation Extraction. - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). - Lei Li 040; Xiang Chen 016; Shuofei Qiao; Feiyu Xiong; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Revisiting k-NN for Fine-Tuning Pre-trained Language Models. - Lei Li 040; Jing Chen; Botzhong Tian; Ningyu Zhang 001 (CCL, 2023)

Multimodal Analogical Reasoning over Knowledge Graphs. - Ningyu Zhang 001; Lei Li 040; Xiang Chen 016; Xiaozhuan Liang; Shumin Deng; Huajun Chen (ICLR, 2023)

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. - Xiang Chen 016; Lei Li 040; Shuofei Qiao; Ningyu Zhang 001; Chuanqi Tan; Yong Jiang 001; Fei Huang 002; Huajun Chen (IJCAI, 2023)

Revisiting k-NN for Fine-tuning Pre-trained Language Models. - Lei Li 040; Jing Chen; Bozhong Tian; Ningyu Zhang 001 (CoRR, 2023)

Tool-Augmented Reward Modeling. - Lei Li 040; Yekun Chai; Shuohuan Wang; Yu Sun 029; Hao Tian 005; Ningyu Zhang 001; Hua Wu 003 (CoRR, 2023)

HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation. - Chuancheng Lv; Lei Li 040; Shitou Zhang; Gang Chen 039; Fanchao Qi; Ningyu Zhang 001; Hai-Tao Zheng 002 (EMNLP (Findings), 2024)

Tool-Augmented Reward Modeling. - Lei Li 040; Yekun Chai; Shuohuan Wang; Yu Sun 004; Hao Tian 005; Ningyu Zhang 001; Hua Wu 003 (ICLR, 2024)

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. - Yixin Ou; Ningyu Zhang 001; Honghao Gui; Ziwen Xu; Shuofei Qiao; Yida Xue; Runnan Fang; Kangwei Liu; Lei Li 040; Zhen Bi; Guozhou Zheng; Huajun Chen (CoRR, 2024)

Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. - Xiang Chen 016; Lei Li 040; Yuqi Zhu; Shumin Deng; Chuanqi Tan; Fei Huang 002; Luo Si; Ningyu Zhang 001; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2024)