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Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances



Shoujie Tong , Qingxiu Dong , Damai Dai , Yifan song , Tianyu Liu , Baobao Chang , Zhifang Sui

* IJCAI-ECAI 2022 (the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence) 

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A Roadmap for Big Model



Sha Yuan , Hanyu Zhao , Shuai Zhao , Jiahong Leng , Yangxiao Liang , Xiaozhi Wang , Jifan Yu , Xin Lv , Zhou Shao , Jiaao He , Yankai Lin , Xu Han , Zhenghao Liu , Ning Ding , Yongming Rao , Yizhao Gao , Liang Zhang , Ming Ding , Cong Fang , Yisen Wang , Mingsheng Long , Jing Zhang , Yinpeng Dong , Tianyu Pang , Peng Cui , Lingxiao Huang , Zheng Liang , Huawei Shen , Hui Zhang , Quanshi Zhang , Qingxiu Dong , Zhixing Tan , Mingxuan Wang , Shuo Wang , Long Zhou , Haoran Li , Junwei Bao , Yingwei Pan , Weinan Zhang , Zhou Yu , Rui Yan , Chence Shi , Minghao Xu , Zuobai Zhang , Guoqiang Wang , Xiang Pan , Mengjie Li , Xiaoyu Chu , Zijun Yao , Fangwei Zhu , Shulin Cao , Weicheng Xue , Zixuan Ma , Zhengyan Zhang , Shengding Hu , Yujia Qin , Chaojun Xiao , Zheni Zeng , Ganqu Cui , Weize Chen , Weilin Zhao , Yuan Yao , Peng Li , Wenzhao Zheng , Wenliang Zhao , Ziyi Wang , Borui Zhang , Nanyi Fei , Anwen Hu , Zenan Ling , Haoyang Li , Boxi Cao , Xianpei Han , Weidong Zhan , Baobao Chang , Hao Sun , Jiawen Deng , Chujie Zheng , Juanzi Li , Lei Hou , Xigang Cao , Jidong Zhai , Zhiyuan Liu , Maosong Sun , Jiwen Lu , Zhiwu Lu , Qin Jin , Ruihua Song , Ji-Rong Wen , Zhouchen Lin , Liwei Wang , Hang Su , Jun Zhu , Zhifang Sui , Jiajun Zhang , Yang Liu , Xiaodong He , Minlie Huang , Jian Tang , Jie Tang

* arXiv admin note: text overlap with arXiv:2107.06499 by other authors 

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CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark



Yuan Yao , Qingxiu Dong , Jian Guan , Boxi Cao , Zhengyan Zhang , Chaojun Xiao , Xiaozhi Wang , Fanchao Qi , Junwei Bao , Jinran Nie , Zheni Zeng , Yuxian Gu , Kun Zhou , Xuancheng Huang , Wenhao Li , Shuhuai Ren , Jinliang Lu , Chengqiang Xu , Huadong Wang , Guoyang Zeng , Zile Zhou , Jiajun Zhang , Juanzi Li , Minlie Huang , Rui Yan , Xiaodong He , Xiaojun Wan , Xin Zhao , Xu Sun , Yang Liu , Zhiyuan Liu , Xianpei Han , Erhong Yang , Zhifang Sui , Maosong Sun


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Premise-based Multimodal Reasoning: A Human-like Cognitive Process



Qingxiu Dong , Ziwei Qin , Heming Xia , Tian Feng , Shoujie Tong , Haoran Meng , Lin Xu , Tianyu Liu , Zuifang Sui , Weidong Zhan , Sujian Li , Zhongyu Wei


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Problems and Countermeasures in Natural Language Processing Evaluation



Qingxiu Dong , Zhifang Sui , Weidong Zhan , Baobao Chang


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ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation



Qingxiu Dong , Xiaojun Wan , Yue Cao


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