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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning


May 29, 2022
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Work in progress 

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Parameter-Efficient Sparsity for Large Language Models Fine-Tuning


May 23, 2022
Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai

* This paper is published in IJCAI 2022 

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Towards Unified Prompt Tuning for Few-shot Text Classification


May 11, 2022
Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao


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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction


May 07, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Accepted by NAACL 2022 

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Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion


May 04, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen

* Accepted by SIGIR 2022 

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Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning


May 04, 2022
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Accepted by SIGIR 2022, short paper 

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Contrastive Demonstration Tuning for Pre-trained Language Models


Apr 18, 2022
Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen

* Work in progress 

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Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding


Mar 31, 2022
Zheng Yuan, Chuanqi Tan, Songfang Huang

* Accepted by ACL 2022 Main Conference, Short Paper 

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