Suivre
Shumin Deng
Shumin Deng
National University of Singapore
Adresse e-mail validée de nus.edu.sg
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Année
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
X Chen, N Zhang, X Xie, S Deng, Y Yao, C Tan, F Huang, L Si, H Chen
Proceedings of the ACM Web Conference 2022, 2778-2788, 2022
479*2022
Reasoning with Language Model Prompting: A Survey
S Qiao, Y Ou, N Zhang, X Chen, Y Yao, S Deng, C Tan, F Huang, H Chen
ACL 2023, 5368–5393, 2023
2572023
Editing Large Language Models: Problems, Methods, and Opportunities
Y Yao, P Wang, B Tian, S Cheng, Z Li, S Deng, H Chen, N Zhang
EMNLP 2023, 10222–10240, 2023
2512023
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
N Zhang, S Deng, Z Sun, G Wang, X Chen, W Zhang, H Chen
NAACL 2019, 3016–3025, 2019
2462019
Document-level Relation Extraction as Semantic Segmentation
N Zhang, X Chen, X Xie, S Deng, C Tan, M Chen, F Huang, L Si, H Chen
IJCAI 2021, 3999–4006, 2021
2072021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
N Zhang, L Li, X Chen, S Deng, Z Bi, C Tan, F Huang, H Chen
ICLR 2022, 2022
2062022
Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolution Network
S Deng, N Zhang, W Zhang, J Chen, JZ Pan, H Chen
Companion Proceedings of The 2019 World Wide Web Conference, 678-685, 2019
2012019
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Y Zhu, X Wang, J Chen, S Qiao, Y Ou, Y Yao, S Deng, H Chen, N Zhang
World Wide Web Journal, 2024
1612024
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, 904–915, 2022
1522022
Contrastive Triple Extraction with Generative Transformer
H Ye, N Zhang, S Deng, M Chen, C Tan, F Huang, H Chen
Proceedings of the AAAI conference on artificial intelligence 35 (16), 14257 …, 2021
1502021
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
S Deng, N Zhang, J Kang, Y Zhang, W Zhang, H Chen
Proceedings of the 13th International Conference on Web Search and Data …, 2020
1482020
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
N Zhang, S Deng, Z Sun, X Chen, W Zhang, H Chen
EMNLP 2018, 986–992, 2018
1422018
Molecular Contrastive Learning with Chemical Element Knowledge Graph
Y Fang, Q Zhang, H Yang, X Zhuang, S Deng, W Zhang, M Qin, Z Chen, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3968-3976, 2022
1242022
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, 2374–2387, 2022
122*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, 1607–1618, 2022
1212022
OntoProtein: Protein Pretraining With Gene Ontology Embedding
N Zhang, Z Bi, X Liang, S Cheng, H Hong, S Deng, J Lian, Q Zhang, ...
ICLR 2022, 2022
1032022
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer
X Xie, N Zhang, Z Li, S Deng, H Chen, F Xiong, M Chen, H Chen
WWW 2022, Poster, 2022
962022
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
J Zhang, X Xu, N Zhang#, R Liu, B Hooi, S Deng#
ACL 2024, 2024
942024
Relation Adversarial Network for Low Resource Knowledge Graph Completion
N Zhang*, S Deng*, Z Sun, J Chen, W Zhang, H Chen
Proceedings of The Web Conference 2020, 1-12, 2020
902020
Ontology-enhanced Prompt-tuning for Few-shot Learning
H Ye, N Zhang, S Deng, X Chen, H Chen, F Xiong, X Chen, H Chen
Proceedings of the ACM Web Conference 2022, 778-787, 2022
842022
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