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Deyu Zhou

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Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization

Mar 19, 2024
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He

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Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity

Mar 10, 2024
Xin Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu

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Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment

Mar 05, 2024
Congzhi Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu

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Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment

Mar 05, 2024
Congzhi Zhang, Linhai Zhang, Deyu Zhou

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DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

Mar 02, 2024
Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu

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STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models

Mar 02, 2024
Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu

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Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective

Feb 01, 2024
Qun Ma, Xiao Xue, Deyu Zhou, Xiangning Yu, Donghua Liu, Xuwen Zhang, Zihan Zhao, Yifan Shen, Peilin Ji, Juanjuan Li, Gang Wang, Wanpeng Ma

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EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification

Oct 23, 2023
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He

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Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources

Jul 22, 2023
Jiasheng Si, Yingjie Zhu, Xingyu Shi, Deyu Zhou, Yulan He

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