Baidu Technology Park, No.10 Yard, Xibeiwang East Road, Haidian District, Beijing.
I am currently a Senior Software Engineer (Research Scientist) in the ERNIE Team at Baidu NLP. Prior to joining in Baidu, I received my Ph.D. degree from University of Chinese Academy of Sciences (UCAS) in 2022, under the supervision of Prof. Tingwen Liu and Prof. Li Guo. Before that, I received my B.S. degree from Central South University (CSU) in 2017, advised by Prof. Jianxin Wang.
My research interests broadly include Information Extraction, Text Mining and Natural Language Processing. Now, I am also committed to the frontier exploration and practical application of Large-Scale (Knowledge-Enhanced) Language Models.
I have published several papers in top-tier conferences such as ACL, EMNLP, AAAI, WWW, and won the Best Paper Award of PAKDD 2020.
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration
Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun
The 30th ACM International Conference on Multimedia (MM 2022)
From What to Why: Improving Relation Extraction with Rationale Graph
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Mengge Xue, Tingwen Liu, Li Guo
The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021, Findings)
Distilling Knowledge from Well-informed Soft Labels for Neural Relation Extraction
Zhenyu Zhang, Xiaobo Shu, Bowen Yu, Tingwen Liu, Jiapeng Zhao, Quangang Li, Li Guo
The 34th AAAI Conference on Artificial Intelligence (AAAI 2020)
NA-Aware Machine Reading Comprehension for Document-Level Relation Extraction
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu
The 2021 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021)
Document-Level Relation Extraction with Dual-Tier Heterogeneous Graph
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu, Hengzhu Tang, Yubin Wang, Li Guo
The 28th International Conference on Computational Linguistics (COLING 2020)