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Deep Deconfounded Content-based Tag Recommendation for UGC with Causal Intervention


May 28, 2022
Yaochen Zhu , Xubin Ren , Jing Yi , Zhenzhong Chen


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Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation


Apr 20, 2022
Jing Yi , Xubin Ren , Zhenzhong Chen


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Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models


Mar 15, 2022
Ning Ding , Yujia Qin , Guang Yang , Fuchao Wei , Zonghan Yang , Yusheng Su , Shengding Hu , Yulin Chen , Chi-Min Chan , Weize Chen , Jing Yi , Weilin Zhao , Xiaozhi Wang , Zhiyuan Liu , Hai-Tao Zheng , Jianfei Chen , Yang Liu , Jie Tang , Juanzi Li , Maosong Sun

* 49 pages 

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QuoteR: A Benchmark of Quote Recommendation for Writing


Mar 14, 2022
Fanchao Qi , Yanhui Yang , Jing Yi , Zhili Cheng , Zhiyuan Liu , Maosong Sun

* Accepted by the main conference of ACL 2022 as a long paper. The camera-ready version 

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Deep Causal Reasoning for Recommendations


Jan 06, 2022
Yaochen Zhu , Jing Yi , Jiayi Xie , Zhenzhong Chen


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Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation


Jul 15, 2021
Jing Yi , Yaochen Zhu , Jiayi Xie , Zhenzhong Chen


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Knowledge Inheritance for Pre-trained Language Models


May 28, 2021
Yujia Qin , Yankai Lin , Jing Yi , Jiajie Zhang , Xu Han , Zhengyan Zhang , Yusheng Su , Zhiyuan Liu , Peng Li , Maosong Sun , Jie Zhou

* preprint 

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