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LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval


Aug 31, 2022
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang

* Work in progress 

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LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval


Aug 29, 2022
Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang

* 14 pages, 6 tables, 4 figures 

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


Jun 21, 2022
Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Daxin Jiang


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Towards Robust Ranker for Text Retrieval


Jun 16, 2022
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


May 23, 2022
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Kai Zhang, Daxin Jiang

* 20 pages, 6 figures, 11 tables 

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Learning to Express in Knowledge-Grounded Conversation


Apr 12, 2022
Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan

* Accepted by NAACL 2022 (main conference) 

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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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PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks


Mar 17, 2022
Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang

* Accepted to ACL 2022 Main Conference, Camera-Ready Version 

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TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge


Mar 16, 2022
Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang

* Accepted by Findings of ACL 2022 

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HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations


Mar 16, 2022
Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang

* Accepted by ACL 2022 

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