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Lifeng Jin

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Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation

Feb 14, 2024
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng

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Inconsistent dialogue responses and how to recover from them

Jan 18, 2024
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu

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TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs

Nov 09, 2023
Shuyi Xie, Wenlin Yao, Yong Dai, Shaobo Wang, Donlin Zhou, Lifeng Jin, Xinhua Feng, Pengzhi Wei, Yujie Lin, Zhichao Hu, Dong Yu, Zhengyou Zhang, Jing Nie, Yuhong Liu

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The Trickle-down Impact of Reward (In-)consistency on RLHF

Sep 28, 2023
Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu

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Stabilizing RLHF through Advantage Model and Selective Rehearsal

Sep 18, 2023
Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu

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Friend-training: Learning from Models of Different but Related Tasks

Jan 31, 2023
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu

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Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing

Nov 08, 2022
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu

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Hierarchical Context Tagging for Utterance Rewriting

Jun 22, 2022
Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea

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Distant finetuning with discourse relations for stance classification

Apr 27, 2022
Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu

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Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories

Oct 27, 2021
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu

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