| 2021 | ACL | XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation. | Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2021 | IJCAI | Improving Text Generation with Dynamic Masking and Recovering. | Zhidong Liu, Junhui Li, Muhua Zhu |
| 2020 | ACL | Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation. | Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang, Haitao Zheng |
| 2020 | EMNLP | Improving AMR Parsing with Sequence-to-Sequence Pre-training. | Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2020 | IJCAI | Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling. | Haoyu Zhang, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Fei Huang, Ji Wang |
| 2019 | AAAI | Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant. | Yu Gong, Xusheng Luo, Yu Zhu, Wenwu Ou, Zhao Li, Muhua Zhu, Kenny Q. Zhu, Lu Duan, Xi Chen |
| 2019 | AAAI | Non-Compensatory Psychological Models for Recommender Systems. | Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao |
| 2019 | EMNLP | Modeling Graph Structure in Transformer for Better AMR-to-Text Generation. | Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou |
| 2019 | ICANN | Named Entity Recognition for Chinese Social Media with Domain Adversarial Training and Language Modeling. | Yong Xu, Qi Lu, Muhua Zhu |
| 2019 | IJCAI | Modeling Source Syntax and Semantics for Neural AMR Parsing. | DongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li |
| 2018 | AAAI | Improving Sequence-to-Sequence Constituency Parsing. | Lemao Liu, Muhua Zhu, Shuming Shi |
| 2017 | ACL | Modeling Source Syntax for Neural Machine Translation. | Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, Min Zhang, Guodong Zhou |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing. | Fang Kong, Sheng Li, Junhui Li, Muhua Zhu, Guodong Zhou |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing. | Junhui Li, Fang Kong, Sheng Li, Muhua Zhu, Guodong Zhou |
| 2015 | ACL | NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit. | Jingbo Zhu, Muhua Zhu, Qiang Wang, Tong Xiao |
| 2015 | EMNLP | Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar. | Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou |
| 2013 | ACL | Fast and Accurate Shift-Reduce Constituent Parsing. | Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang, Jingbo Zhu |
| 2012 | COLING | Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing. | Muhua Zhu, Jingbo Zhu, Huizhen Wang |
| 2011 | ACL | Better Automatic Treebank Conversion Using A Feature-Based Approach. | Muhua Zhu, Jingbo Zhu, Minghan Hu |
| 2010 | ACL | Boosting-Based System Combination for Machine Translation. | Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang |
| 2010 | COLING | An Empirical Study of Translation Rule Extraction with Multiple Parsers. | Tong Xiao, Jingbo Zhu, Hao Zhang, Muhua Zhu |
| 2010 | COLING | Automatic Treebank Conversion via Informed Decoding. | Muhua Zhu, Jingbo Zhu |
| 2010 | COLING | Heterogeneous Parsing via Collaborative Decoding. | Muhua Zhu, Jingbo Zhu, Tong Xiao |
| 2009 | CIKM | Multi-aspect opinion polling from textual reviews. | Jingbo Zhu, Huizhen Wang, Benjamin K. Tsou, Muhua Zhu |
| 2009 | CIKM | Label correspondence learning for part-of-speech annotation transformation. | Muhua Zhu, Huizhen Wang, Jingbo Zhu |
| 2009 | CIKM | Aspect-based sentence segmentation for sentiment summarization. | Jingbo Zhu, Muhua Zhu, Huizhen Wang, Benjamin K. Tsou |
| 2006 | ACL | Exploring Distributional Similarity Based Models for Query Spelling Correction. | Mu Li, Muhua Zhu, Yang Zhang, Ming Zhou |