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Kun-Peng Ning

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Bidirectional Uncertainty-Based Active Learning for Open Set Annotation

Feb 23, 2024
Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning, Haibo Ye, Sheng-Jun Huang

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Peer-review-in-LLMs: Automatic Evaluation Method for LLMs in Open-environment

Feb 02, 2024
Kun-Peng Ning, Shuo Yang, Yu-Yang Liu, Jia-Yu Yao, Zhen-Hui Liu, Yu Wang, Ming Pang, Li Yuan

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LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

Oct 04, 2023
Jia-Yu Yao, Kun-Peng Ning, Zhen-Hui Liu, Mu-Nan Ning, Li Yuan

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Towards Better Query Classification with Multi-Expert Knowledge Condensation in JD Ads Search

Aug 02, 2023
Kun-Peng Ning, Ming Pang, Zheng Fang, Xue Jiang, Xi-Wei Zhao, Chang-Ping Peng, Zhan-Gang Lin, Jing-He Hu, Jing-Ping Shao

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Active Learning for Open-set Annotation

Jan 18, 2022
Kun-Peng Ning, Xun Zhao, Yu Li, Sheng-Jun Huang

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Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries

Mar 27, 2021
Kun-Peng Ning, Lue Tao, Songcan Chen, Sheng-Jun Huang

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Co-Imitation Learning without Expert Demonstration

Mar 27, 2021
Kun-Peng Ning, Hu Xu, Kun Zhu, Sheng-Jun Huang

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Reinforcement Learning with Supervision from Noisy Demonstrations

Jun 14, 2020
Kun-Peng Ning, Sheng-Jun Huang

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