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A Neural Corpus Indexer for Document Retrieval



Yujing Wang , Yingyan Hou , Haonan Wang , Ziming Miao , Shibin Wu , Hao Sun , Qi Chen , Yuqing Xia , Chengmin Chi , Guoshuai Zhao , Zheng Liu , Xing Xie , Hao Allen Sun , Weiwei Deng , Qi Zhang , Mao Yang

* 18 pages, 4 figures 

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Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search



Fangzheng Sun , Yang Liu , Jian-Xun Wang , Hao Sun

* 12 pages for main document; 11 pages for supplementary material 

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Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning



Xin-Yang Liu , Hao Sun , Jian-Xun Wang

* 41 pages, 16 figures 

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Distilling Governing Laws and Source Input for Dynamical Systems from Videos



Lele Luan , Yang Liu , Hao Sun

* Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022 
* 7 pages, 6 figures, IJCAI-2022. arXiv admin note: text overlap with arXiv:2106.04776 

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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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Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings



Shitao Xiao , Zheng Liu , Weihao Han , Jianjin Zhang , Defu Lian , Yeyun Gong , Qi Chen , Fan Yang , Hao Sun , Yingxia Shao , Denvy Deng , Qi Zhang , Xing Xie

* Accepted by SIGIR 2022 

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EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training



Yuxian Gu , Jiaxin Wen , Hao Sun , Yi Song , Pei Ke , Chujie Zheng , Zheng Zhang , Jianzhu Yao , Xiaoyan Zhu , Jie Tang , Minlie Huang

* 12 pages, 5 figures. The code and pre-trained models are publicly available at https://github.com/thu-coai/EVA 

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HousE: Knowledge Graph Embedding with Householder Parameterization



Rui Li , Jianan Zhao , Chaozhuo Li , Di He , Yiqi Wang , Yuming Liu , Hao Sun , Senzhang Wang , Weiwei Deng , Yanming Shen , Xing Xie , Qi Zhang


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Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL



Rui Yang , Yiming Lu , Wenzhe Li , Hao Sun , Meng Fang , Yali Du , Xiu Li , Lei Han , Chongjie Zhang

* Accepted by International Conference on Learning Representations (ICLR) 2022 

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Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search



Jianjin Zhang , Zheng Liu , Weihao Han , Shitao Xiao , Ruicheng Zheng , Yingxia Shao , Hao Sun , Hanqing Zhu , Premkumar Srinivasan , Denvy Deng , Qi Zhang , Xing Xie


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