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TikTalk: A Multi-Modal Dialogue Dataset for Real-World Chitchat


Jan 14, 2023
Hongpeng Lin, Ludan Ruan, Wenke Xia, Peiyu Liu, Jingyuan Wen, Yixin Xu, Di Hu, Ruihua Song, Wayne Xin Zhao, Qin Jin, Zhiwu Lu

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Bi-convolution matrix factorization algorithm based on improved ConvMF


Jun 02, 2022
Peiyu Liu, Junping Du, Zhe Xue, Ang Li

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WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models


Mar 30, 2022
Sha Yuan, Shuai Zhao, Jiahong Leng, Zhao Xue, Hanyu Zhao, Peiyu Liu, Zheng Gong, Wayne Xin Zhao, Junyi Li, Jie Tang

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* 7 pages, 2 tables, 3 figures 

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Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models


Mar 02, 2022
Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen

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Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators


Jun 04, 2021
Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Z. Y. Xie, Zhong-Yi Lu, Ji-Rong Wen

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* Accepted by ACL 2021 main conference 

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WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training


Mar 19, 2021
Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Danyang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen

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* This paper is the outcome of the Chinese multi-modal pre-training project called 'WenLan' 

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