Muhua Zhu
Currently working at Meituan
zhumuhua@gmail.com
Bio
Muhua Zhu got his Ph.D degree from Northeastern University, China in 2013. After graduation, he worked at Nuance (2013-2014), Alibaba (2014-2016,2017-2020), and Tencent (2016-2017, 2020-2021). He is working as a (L10) team leader at Meituan Youxuan Business Unit, in charge of algorithms for commodity understanding, knowlege graph construction, AIGC.
Research Interests
- Natural Language Processing (all kinds of tasks)
- Knowledge graph
- Multi-modality
- Zhidong Liu, Junhui Li, and Muhua Zhu. Alleviating Exposure Bias for Neural Machine Translation via Contextual Augmentation and Slef Distillation. IEEE ACM Trans. Audio Speech Lang. Process. 2023
- 王屹超, 朱慕华,许晨, 张琰, 王会珍, 朱靖波. 利用图像描述与知识图谱增强表示的视觉问答. 中国计算语言学会议 (CCL) 2021. 最佳中文论文奖.
- Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou. XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation. In Proc. of ACL 2021.
- Zhidong Liu, Junhui Li, Muhua Zhu. Improving Text Generation with Dynamic Masking and Recovering. In Proc. of IJCAI 2021.
- Dongqin Xu, Jinghui Li, Muhua Zhu, Min Zhang, and Guodong Zhou. Improving {AMR} parsing with sequence-to-sequence pre-training. In Proc. of EMNLP 2020.
- Haoyu Zhang, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Fei Huang, and Ji Wang. Learning with noise: Improve distantly-supervised fine-grained entity typing via automatic rela beling. In Proc. of IJCAI 2020.