| Revisiting Large Language Models as Zero-shot Relation Extractors G Li, P Wang, W Ke EMNLP 2023, 2023 | 46 | 2023 |
| Towards Continual Knowledge Graph Embedding via Incremental Distillation J Liu, W Ke, P Wang, Z Shang, J Gao, G Li, K Ji, Y Liu AAAI 2024, 2024 | 16 | 2024 |
| FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework G Li, X Chen, P Wang, J Xie, Q Luo IJCAI 2022, 2022 | 16 | 2022 |
| Weibo-Mel, Wikidata-Mel and Richpedia-Mel: Multimodal Entity Linking Benchmark Datasets X Zhou, P Wang, G Li, J Xie, J Wu CCKS 2021, 2021 | 16 | 2021 |
| Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction G Li, W Ke, P Wang, Z Xu, K Ji, J Liu, Z Shang, Q Luo COLING 2024, 2024 | 12 | 2024 |
| Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors G Li, P Wang, J Liu, Y Guo, K Ji, Z Shang, Z Xu IJCAI 2024, 2024 | 6 | 2024 |
| Online Noisy Continual Relation Learning G Li, P Wang, Q Luo, Y Liu, W Ke AAAI 2023, 2023 | 6 | 2023 |
| PasCore: A Chinese Overlapping Relation Extraction Model Based on Global Pointer Annotation Strategy P Wang, J Xie, X Chen, G Li, W Li IJCAI 2023, 2023 | 5 | 2023 |
| ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context C Wu, W Ke, P Wang, Z Luo, G Li, W Chen AAAI 2024, 2024 | 4 | 2024 |
| Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype Y Liu, P Wang, W Ke, G Li, X Chen, J Zhao, Z Shang AAAI 2024, 2024 | 4 | 2024 |
| FEED: A Chinese Financial Event Extraction Dataset Constructed by Distant Supervision G Li, P Wang, J Xie, R Cui, Z Deng IJCKG 2021, 2021 | 4 | 2021 |
| Fast and Continual Knowledge Graph Embedding via Incremental LoRA J Liu, W Ke, P Wang, J Wang, J Gao, Z Shang, G Li, Z Xu, K Ji, Y Li IJCAI 2024, 2024 | 3 | 2024 |
| Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction G Li, P Wang, W Ke, Y Guo, K Ji, Z Shang, J Liu, Z Xu IJCAI 2024, 2024 | 3 | 2024 |
| Empirical Analysis of Dialogue Relation Extraction with Large Language Models G Li, Z Xu, Z Shang, J Liu, K Ji, Y Guo IJCAI 2024, 2024 | 3 | 2024 |
| fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation P Wang, T Shao, K Ji, G Li, W Ke AAAI 2023, 2023 | 3 | 2023 |
| Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification K Ji, P Wang, W Ke, G Li, J Liu, J Gao, Z Shang IJCAI 2024, 2024 | 1 | 2024 |
| Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning Z Shang, P Wang, W Ke, J Liu, H Huang, G Li, C Wu, J Liu, X Chen, Y Li IJCAI 2024, 0 | 1* | |
| Agent-DA: Enhancing low-resource event extraction with collaborative multi-agent data augmentation X Tian, Y Guo, B Ge, X Yuan, H Zhang, Y Yang, W Ke, G Li KBS 2024, 2024 | | 2024 |
| Boosting Textural NER with Synthetic Image and Instructive Alignment J Wang, W Ke, P Wang, H Zhang, D Nie, J Liu, G Li, Z Shang ACL 2024, 2024 | | 2024 |
| Unveiling LoRA Intrinsic Ranks via Salience Analysis W Ke, J Wang, P Wang, J Liu, D Nie, G Li, Y Li NeurIPS 2024, 0 | | |