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Benfeng Xu

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Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

Jan 01, 2024
Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao

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On the Calibration of Large Language Models and Alignment

Nov 22, 2023
Chiwei Zhu, Benfeng Xu, Quan Wang, Yongdong Zhang, Zhendong Mao

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Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

Nov 14, 2023
Shengguang Wu, Keming Lu, Benfeng Xu, Junyang Lin, Qi Su, Chang Zhou

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Qwen Technical Report

Sep 28, 2023
Jinze Bai, Shuai Bai, Yunfei Chu, Zeyu Cui, Kai Dang, Xiaodong Deng, Yang Fan, Wenbin Ge, Yu Han, Fei Huang, Binyuan Hui, Luo Ji, Mei Li, Junyang Lin, Runji Lin, Dayiheng Liu, Gao Liu, Chengqiang Lu, Keming Lu, Jianxin Ma, Rui Men, Xingzhang Ren, Xuancheng Ren, Chuanqi Tan, Sinan Tan, Jianhong Tu, Peng Wang, Shijie Wang, Wei Wang, Shengguang Wu, Benfeng Xu, Jin Xu, An Yang, Hao Yang, Jian Yang, Shusheng Yang, Yang Yao, Bowen Yu, Hongyi Yuan, Zheng Yuan, Jianwei Zhang, Xingxuan Zhang, Yichang Zhang, Zhenru Zhang, Chang Zhou, Jingren Zhou, Xiaohuan Zhou, Tianhang Zhu

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ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

May 24, 2023
Benfeng Xu, An Yang, Junyang Lin, Quan Wang, Chang Zhou, Yongdong Zhang, Zhendong Mao

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$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference

Mar 24, 2023
Benfeng Xu, Quan Wang, Zhendong Mao, Yajuan Lyu, Qiaoqiao She, Yongdong Zhang

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UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction

Nov 16, 2022
Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao, Yifeng Liu, Yong Liao, Haiyong Xie

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Building Chinese Biomedical Language Models via Multi-Level Text Discrimination

Oct 14, 2021
Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang

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Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction

Feb 20, 2021
Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao

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