OpenUE: An Open Toolkit of Universal Extraction from Text. - Ningyu Zhang 001; Shumin Deng; Zhen Bi; Haiyang Yu 003; Jiacheng Yang; Mosha Chen; Fei Huang 002; Wei Zhang 127; Huajun Chen (EMNLP (Demos), 2020)

Text-Guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou (CCKS, 2021)

On Robustness and Bias Analysis of BERT-Based Relation Extraction. - Luoqiu Li; Xiang Chen 016; Hongbin Ye; Zhen Bi; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CCKS, 2021)

Disentangled Contrastive Learning for Learning Robust Textual Representations. - Xiang Chen 016; Xin Xie 006; Zhen Bi; Hongbin Ye; Shumin Deng; Ningyu Zhang 001; Huajun Chen (CICAI (2), 2021)

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction. - Luoqiu Li; Xiang Chen 016; Zhen Bi; Xin Xie 006; Shumin Deng; Ningyu Zhang 001; Chuanqi Tan; Mosha Chen; Huajun Chen (IJCKG, 2021)

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training. - Ganqiang Ye; Wen Zhang 015; Zhen Bi; Chi Man Wong; Hui Chen 018; Huajun Chen (IJCKG, 2021)

Text-guided Legal Knowledge Graph Reasoning. - Luoqiu Li; Zhen Bi; Hongbin Ye; Shumin Deng; Hui Chen 018; Huaixiao Tou; Ningyu Zhang 001; Huajun Chen (CoRR, 2021)

Interventional Aspect-Based Sentiment Analysis. - Zhen Bi; Ningyu Zhang 001; Ganqiang Ye; Haiyang Yu 003; Xi Chen 003; Huajun Chen (CoRR, 2021)

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)

Learning to Ask for Data-Efficient Event Argument Extraction. - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (CoRR, 2021)

OpenKG Chain: A Blockchain Infrastructure for Open Knowledge Graphs. - Huajun Chen; Ning Hu; Guilin Qi; Haofen Wang; Zhen Bi; Jie Li 002; Fan Yang 087 (Data Intell., 2021)

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract). - Hongbin Ye; Ningyu Zhang 001; Zhen Bi; Shumin Deng; Chuanqi Tan; Hui Chen 018; Fei Huang 002; Huajun Chen (AAAI, 2022)

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)

OntoProtein: Protein Pretraining With Gene Ontology Embedding. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Siyuan Cheng 008; Haosen Hong; Shumin Deng; Qiang Zhang 026; Jiazhang Lian; Huajun Chen (ICLR, 2022)

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners. - Ningyu Zhang 001; Luoqiu Li; Xiang Chen 016; Shumin Deng; Zhen Bi; Chuanqi Tan; Fei Huang 002; Huajun Chen (ICLR, 2022)

Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhen Bi; Zhenru Zhang; Chuanqi Tan; Songfang Huang; Fei Huang 002; Huajun Chen (CoRR, 2022)

Relphormer: Relational Graph Transformer for Knowledge Graph Representation. - Zhen Bi; Siyuan Cheng 008; Ningyu Zhang 001; Xiaozhuan Liang; Feiyu Xiong; Huajun Chen (CoRR, 2022)

Multi-modal Protein Knowledge Graph Construction and Applications. - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (CoRR, 2022)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (CoRR, 2022)

Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). - Siyuan Cheng 008; Xiaozhuan Liang; Zhen Bi; Huajun Chen; Ningyu Zhang 001 (AAAI, 2023)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (ICDE, 2023)

When Do Program-of-Thoughts Work for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (CoRR, 2023)

When Do Program-of-Thought Works for Reasoning? - Zhen Bi; Ningyu Zhang 001; Yinuo Jiang; Shumin Deng; Guozhou Zheng; Huajun Chen (AAAI, 2024)

OceanGPT: A Large Language Model for Ocean Science Tasks. - Zhen Bi; Ningyu Zhang 001; Yida Xue; Yixin Ou; Daxiong Ji; Guozhou Zheng; Huajun Chen (ACL (1), 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)

Relphormer: Relational Graph Transformer for Knowledge Graph Representations. - Zhen Bi; Siyuan Cheng 008; Jing Chen; Xiaozhuan Liang; Feiyu Xiong; Ningyu Zhang 001 (Neurocomputing, 2024)

CodeKGC: Code Language Model for Generative Knowledge Graph Construction. - Zhen Bi; Jing Chen; Yinuo Jiang; Feiyu Xiong; Wei Guo; Huajun Chen; Ningyu Zhang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Spatial Knowledge Graph-Guided Multimodal Synthesis. - Yida Xue; Zhen Bi; Jinnan Yang; Jungang Lou; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

Thought Purity: Defense Paradigm For Chain-of-Thought Attack. - Zihao Xue; Zhen Bi; Long Ma; Zhenlin Hu; Yan Wang; Zhenfang Liu; Qing Sheng; Jie Xiao 003; Jungang Lou (CoRR, 2025)