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KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP



Yufei Wang , Jiayi Zheng , Can Xu , Xiubo Geng , Tao Shen , Chongyang Tao , Daxin Jiang


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Towards Robust Ranker for Text Retrieval



Yucheng Zhou , Tao Shen , Xiubo Geng , Chongyang Tao , Can Xu , Guodong Long , Binxing Jiao , Daxin Jiang

* 11 pages of main content, 4 tables, 3 figures 

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UnifieR: A Unified Retriever for Large-Scale Retrieval



Tao Shen , Xiubo Geng , Chongyang Tao , Can Xu , Kai Zhang , Daxin Jiang

* 20 pages, 6 figures, 11 tables 

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ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification



Yucheng Zhou , Tao Shen , Xiubo Geng , Guodong Long , Daxin Jiang

* ACL 2022 camera-ready version 

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PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings



Qiyu Wu , Chongyang Tao , Tao Shen , Can Xu , Xiubo Geng , Daxin Jiang


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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey



Jiangchao Yao , Shengyu Zhang , Yang Yao , Feng Wang , Jianxin Ma , Jianwei Zhang , Yunfei Chu , Luo Ji , Kunyang Jia , Tao Shen , Anpeng Wu , Fengda Zhang , Ziqi Tan , Kun Kuang , Chao Wu , Fei Wu , Jingren Zhou , Hongxia Yang

* 20 pages. Under Submission. arXiv admin note: text overlap with arXiv:2103.13630 by other authors 

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EventBERT: A Pre-Trained Model for Event Correlation Reasoning



Yucheng Zhou , Xiubo Geng , Tao Shen , Guodong Long , Daxin Jiang

* 12 pages, 6 figures 

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Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision



Yang Li , Guodong Long , Tao Shen , Jing Jiang

* 10 pages 

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Sequential Diagnosis Prediction with Transformer and Ontological Representation



Xueping Peng , Guodong Long , Tao Shen , Sen Wang , Jing Jiang

* 10 pages, 5 figures, Accepted by IEEE ICDM 2021. arXiv admin note: text overlap with arXiv:2107.09288 

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