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Molecular Language Model as Multi-task Generator


Jan 29, 2023
Yin Fang, Ningyu Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen

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* Work in progress 

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One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER


Jan 28, 2023
Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen

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* Work in progress 

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Editing Language Model-based Knowledge Graph Embeddings


Jan 25, 2023
Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen

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* Work in progress 

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A Concept Knowledge Graph for User Next Intent Prediction at Alipay


Jan 02, 2023
Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang

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* Work in progress 

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Reasoning with Language Model Prompting: A Survey


Dec 19, 2022
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen

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* Work in progress and resources are available at https://github.com/zjunlp/Prompt4ReasoningPapers (updated periodically) 

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On Analyzing the Role of Image for Visual-enhanced Relation Extraction


Nov 14, 2022
Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang

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* Accepted by AAAI 2023 (Student Abstract) 

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Generative Knowledge Graph Construction: A Review


Oct 23, 2022
Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen

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* Accepted to EMNLP 2022 and a public repository is available in https://github.com/zjunlp/Generative_KG_Construction_Papers 

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Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction


Oct 19, 2022
Yunzhi Yao, Shengyu Mao, Xiang Chen, Ningyu Zhang, Shumin Deng, Huajun Chen

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* Work in progress 

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