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Learning to Transfer Prompts for Text Generation


May 03, 2022
Junyi Li , Tianyi Tang , Jian-Yun Nie , Ji-Rong Wen , Wayne Xin Zhao

* Accepted by NAACL 2022 main conference (Long Paper) 

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ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models


May 03, 2022
Junyi Li , Tianyi Tang , Zheng Gong , Lixin Yang , Zhuohao Yu , Zhipeng Chen , Jingyuan Wang , Wayne Xin Zhao , Ji-Rong Wen

* Accepted by NAACL 2022 main conference (Long Paper) 

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Debiased Contrastive Learning of Unsupervised Sentence Representations


May 02, 2022
Kun Zhou , Beichen Zhang , Wayne Xin Zhao , Ji-Rong Wen

* 11 pages, accepted by ACL 2022 main conference 

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A Thorough Examination on Zero-shot Dense Retrieval


Apr 27, 2022
Ruiyang Ren , Yingqi Qu , Jing Liu , Wayne Xin Zhao , Qifei Wu , Yuchen Ding , Hua Wu , Haifeng Wang , Ji-Rong Wen


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Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation


Apr 18, 2022
Hanxun Zhong , Zhicheng Dou , Yutao Zhu , Hongjin Qian , Ji-Rong Wen

* Accepted by NAACL 2022 Main Conference 

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COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval


Apr 15, 2022
Haoyu Lu , Nanyi Fei , Yuqi Huo , Yizhao Gao , Zhiwu Lu , Ji-Rong Wen


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There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory


Apr 06, 2022
Tingchen Fu , Xueliang Zhao , Chongyang Tao , Ji-Rong Wen , Rui Yan

* Accepted by ACL 2022 (main conference). First two authors contributed equally 

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Learning to Answer Questions in Dynamic Audio-Visual Scenarios


Apr 05, 2022
Guangyao Li , Yake Wei , Yapeng Tian , Chenliang Xu , Ji-Rong Wen , Di Hu

* Accepted by CVPR2022 (Oral presentation) 

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Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition


Apr 02, 2022
Haiyuan Zhao , Jun Xu , Xiao Zhang , Guohao Cai , Zhenhua Dong , Ji-Rong Wen


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A Roadmap for Big Model


Apr 02, 2022
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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