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Minlie Huang

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DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering

Jul 13, 2023
Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang

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Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation

Jul 10, 2023
Zhexin Zhang, Jiaxin Wen, Minlie Huang

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Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation

Jul 04, 2023
Jian Guan, Minlie Huang

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Knowledge Distillation of Large Language Models

Jun 14, 2023
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang

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Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning

Jun 06, 2023
Chujie Zheng, Pei Ke, Zheng Zhang, Minlie Huang

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Uncertainty in Natural Language Processing: Sources, Quantification, and Applications

Jun 05, 2023
Mengting Hu, Zhen Zhang, Shiwan Zhao, Minlie Huang, Bingzhe Wu

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Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction

Jun 03, 2023
Mengting Hu, Yinhao Bai, Yike Wu, Zhen Zhang, Liqi Zhang, Hang Gao, Shiwan Zhao, Minlie Huang

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E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition

May 29, 2023
Zhen Zhang, Mengting Hu, Shiwan Zhao, Minlie Huang, Haotian Wang, Lemao Liu, Zhirui Zhang, Zhe Liu, Bingzhe Wu

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Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

May 24, 2023
Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen

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Pre-Training to Learn in Context

May 16, 2023
Yuxian Gu, Li Dong, Furu Wei, Minlie Huang

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