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A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models



Deming Ye , Yankai Lin , Peng Li , Maosong Sun , Zhiyuan Liu

* Accepted to ACL 2022. The code and models are available at https://github.com/thunlp/PELT 

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Pack Together: Entity and Relation Extraction with Levitated Marker



Deming Ye , Yankai Lin , Maosong Sun


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TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference



Deming Ye , Yankai Lin , Yufei Huang , Maosong Sun

* Accepted by NAACL2021 

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CPM: A Large-scale Generative Chinese Pre-trained Language Model



Zhengyan Zhang , Xu Han , Hao Zhou , Pei Ke , Yuxian Gu , Deming Ye , Yujia Qin , Yusheng Su , Haozhe Ji , Jian Guan , Fanchao Qi , Xiaozhi Wang , Yanan Zheng , Guoyang Zeng , Huanqi Cao , Shengqi Chen , Daixuan Li , Zhenbo Sun , Zhiyuan Liu , Minlie Huang , Wentao Han , Jie Tang , Juanzi Li , Xiaoyan Zhu , Maosong Sun


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Coreferential Reasoning Learning for Language Representation



Deming Ye , Yankai Lin , Jiaju Du , Zhenghao Liu , Maosong Sun , Zhiyuan Liu


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Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network



Deming Ye , Yankai Lin , Zhenghao Liu , Zhiyuan Liu , Maosong Sun


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DocRED: A Large-Scale Document-Level Relation Extraction Dataset



Yuan Yao , Deming Ye , Peng Li , Xu Han , Yankai Lin , Zhenghao Liu , Zhiyuan Liu , Lixin Huang , Jie Zhou , Maosong Sun

* Accepted by ACL 2019 

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Rethinking the Form of Latent States in Image Captioning



Bo Dai , Deming Ye , Dahua Lin

* ECCV 2018, first two authors contribute equally 

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