Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (COLING, 2020)

Contrastive Triple Extraction with Generative Transformer. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Mosha Chen; Chuanqi Tan; Fei Huang 002; Huajun Chen (AAAI, 2021)

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)

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba. - Ningyu Zhang 001; Qianghuai Jia; Shumin Deng; Xiang Chen 016; Hongbin Ye; Hui Chen 018; Huaixiao Tou; Gang Huang 004; Zhao Wang; Nengwei Hua; Huajun Chen (KDD, 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)

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)

Contrastive Information Extraction With Generative Transformer. - Ningyu Zhang 001; Hongbin Ye; Shumin Deng; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 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)

Generative Knowledge Graph Construction: A Review. - Hongbin Ye; Ningyu Zhang 001; Hui Chen 018; Huajun Chen (EMNLP, 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)

Ontology-enhanced Prompt-tuning for Few-shot Learning. - Hongbin Ye; Ningyu Zhang 001; Shumin Deng; Xiang Chen 016; Hui Chen 018; Feiyu Xiong; Xi Chen 003; Huajun Chen (WWW, 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)

Robust triple extraction with cascade bidirectional capsule network. - Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (Expert Syst. Appl., 2022)

Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution. - Ming Qin; Keyan Ding; Bin Wu 025; Zhenping Li; Haihong Yang; Zeyuan Wang; Hongbin Ye; Haoran Yu; Huajun Chen; Qiang Zhang 026 (ECAI, 2023)

Schema-adaptable Knowledge Graph Construction. - Hongbin Ye; Honghao Gui; Xin Xu 010; Xi Chen 003; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2023)

Schema-adaptable Knowledge Graph Construction. - Hongbin Ye; Honghao Gui; Xin Xu 010; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2023)

Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction. - Hongbin Ye; Honghao Gui; Aijia Zhang; Tong Liu; Wei Hua; Weiqiang Jia (CoRR, 2023)

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. - Shumin Deng; Jiacheng Yang; Hongbin Ye; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus. - Honghao Gui; Lin Yuan; Hongbin Ye; Ningyu Zhang 001; Mengshu Sun; Lei Liang 002; Huajun Chen (ACL (Short Papers), 2024)

ProTeM: Unifying Protein Function Prediction via Text Matching. - Ming Qin; Xun Li; Yuhao Wang; Zhenping Li; Hongbin Ye; Zongbing Wang; Weihao Gao; Shangsong Liang; Qiang Zhang 026; Keyan Ding (ICANN (8), 2024)

Cognitive Mirage: A Review of Hallucinations in Large Language Models. - Hongbin Ye; Tong Liu; Aijia Zhang; Wei Hua; Weiqiang Jia (LKM@IJCAI, 2024)

InstructIE: A Bilingual Instruction-based Information Extraction Dataset. - Honghao Gui; Shuofei Qiao; Jintian Zhang; Hongbin Ye; Mengshu Sun; Lei Liang 002; Jeff Z. Pan; Huajun Chen; Ningyu Zhang 001 (ISWC (3), 2024)

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus. - Honghao Gui; Lin Yuan; Hongbin Ye; Ningyu Zhang 001; Mengshu Sun; Lei Liang 002; Huajun Chen (CoRR, 2024)