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One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code



Yong Dai , Duyu Tang , Liangxin Liu , Minghuan Tan , Cong Zhou , Jingquan Wang , Zhangyin Feng , Fan Zhang , Xueyu Hu , Shuming Shi


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Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors



Cong Zhou , Yong Dai , Duyu Tang , Enbo Zhao , Zhangyin Feng , Li Kuang , Shuming Shi

* 12 pages 

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MarkBERT: Marking Word Boundaries Improves Chinese BERT



Linyang Li , Yong Dai , Duyu Tang , Zhangyin Feng , Cong Zhou , Xipeng Qiu , Zenglin Xu , Shuming Shi

* Work in progress 

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One Model, Multiple Tasks: Pathways for Natural Language Understanding



Duyu Tang , Fan Zhang , Yong Dai , Cong Zhou , Shuangzhi Wu , Shuming Shi


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"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction



Yong Dai , Linyang Li , Cong Zhou , Zhangyin Feng , Enbo Zhao , Xipeng Qiu , Piji Li , Duyu Tang

* Short paper in Findings of ACL 2022 

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Exploring and Adapting Chinese GPT to Pinyin Input Method



Minghuan Tan , Yong Dai , Duyu Tang , Zhangyin Feng , Guoping Huang , Jing Jiang , Jiwei Li , Shuming Shi

* To appear in ACL 2022 

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Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge



Yong Dai , Jian Liu , Jian Zhang , Hongguang Fu , Zenglin Xu

* 17 pages, 4 figures 

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Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis



Yong Dai , Jian Liu , Xiancong Ren , Zenglin Xu


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