Yujia Qin (秦禹嘉)
yujiaqin16 <at> gmail.com

I am a Ph.D. student at Tsinghua, advised by Prof. Zhiyuan Liu . I have broad interests in natural language processing and machine learning, with a focus on pre-trained language models and their applications in information extraction and question answering .

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Education

B.E. Electronic Information Science and Technology, Tsinghua University, 2016-2020

Ph.D. Computer Science, Tsinghua University, 2020-2025 (expected)

Publication
Knowledge Inheritance for Pre-trained Language Models
Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
preprint
paper  /  code
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
ACL-IJCNLP 2021 (oral)
paper  /  code
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
preprint
paper  /  code
Learning from Explanations with Neural Execution Tree
Ziqi Wang*, Yujia Qin*, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren
ICLR 2020
(*indicates equal contribution)
paper  /  code  /  Project NExT
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes
Yujia Qin*, Fanchao Qi*, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun
TASLP 2020
(*indicates equal contribution)
paper  /  code
Internship

Beijing Academy of Artificial Intelligence (BAAI), Beijing, Research Intern, 2020.12 - Present

Pattern recognition group, @Tencent.Wechat, Beijing, Research Intern hosted by Dr. Peng Li and Dr. Yankai Lin, 2020.5 - Present

Laboratory of Multimedia and Information Processing, Tsinghua University (Thesis), Research Intern advised by Prof. Ji Wu, 2019.9 - 2020.6

Intelligence and Knowledge Discovery Research Lab, USC, Research Intern hosted by Prof. Xiang Ren , 2019.6 - 2019.9

Laboratory of Natural Language Processing, Tsinghua University, advised by Prof. Zhiyuan Liu , 2018.5 - Present

Pacific Century CyberWorks, Hong Kong, Summer 2018

Reviewer

NLPCC 2019, COLING 2020, IEEE TASLP, EMNLP 2021


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