Muhua Zhu

According to our database, Muhua Zhu authored at least 51 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition.

Yiheng Wu, Junhui Li, Muhua Zhu

CoRR, 2024

DFS-QA: Dynamic Frame Selection for Better Video Question Answering.

Zhibo Ren, Baoyu Hou, Huizhen Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Neural Chat Translation as Online Document-to-Document Translation.

Mengzhe Lyu, Huaixia Dou, Junhui Li, Muhua Zhu, Guodong Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2024

2023

Alleviating Exposure Bias for Neural Machine Translation via Contextual Augmentation and Self Distillation.

Zhidong Liu, Junhui Li, Muhua Zhu

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Overcoming Language Priors with Counterfactual Inference for Visual Question Answering.

Zhibo Ren, Huizhen Wang, Muhua Zhu, Yichao Wang, Tong Xiao, Jingbo Zhu

Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023

2022

Two-Stage Query Graph Selection for Knowledge Base Question Answering.

Yonghui Jia, Chuanyuan Tan, Yuehe Chen, Muhua Zhu, Pingfu Chao, Wenliang Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2022

2021

Exploiting Rich Syntax for Better Knowledge Base Question Answering.

Pengju Zhang, Yonghui Jia, Muhua Zhu, Wenliang Chen, Min Zhang

CoRR, 2021

Improving Text Generation with Dynamic Masking and Recovering.

Zhidong Liu, Junhui Li, Muhua Zhu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

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

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Improving AMR Parsing with Sequence-to-Sequence Pre-training.

Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Transformer-Based Semantic Parser for NLPCC-2019 Shared Task 2.

DongLai Ge, Junhui Li, Muhua Zhu

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Modeling Source Syntax and Semantics for Neural AMR Parsing.

DongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Named Entity Recognition for Chinese Social Media with Domain Adversarial Training and Language Modeling.

Yong Xu, Qi Lu, Muhua Zhu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Modeling Graph Structure in Transformer for Better AMR-to-Text Generation.

Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Non-Compensatory Psychological Models for Recommender Systems.

Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

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

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Linguistic Knowledge-Aware Neural Machine Translation.

Qiang Li, Derek F. Wong, Lidia S. Chao, Muhua Zhu, Tong Xiao, Jingbo Zhu, Min Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Improving Sequence-to-Sequence Constituency Parsing.

Lemao Liu, Muhua Zhu, Shuming Shi

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning When to Attend for Neural Machine Translation.

Junhui Li, Muhua Zhu

CoRR, 2017

Improving Shift-Reduce Phrase-Structure Parsing with Constituent Boundary Information.

Wenliang Chen, Muhua Zhu, Min Zhang, Yue Zhang, Jingbo Zhu

Comput. Intell., 2017

A Retrieval-Based Matching Approach to Open Domain Knowledge-Based Question Answering.

Han Zhang, Muhua Zhu, Huizhen Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2017

Modeling Source Syntax for Neural Machine Translation.

Junhui Li, Deyi Xiong, Zhaopeng Tu, Muhua Zhu, Min Zhang, Guodong Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammars in Statistical Machine Translation.

Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing.

Junhui Li, Fang Kong, Sheng Li, Muhua Zhu, Guodong Zhou

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing.

Fang Kong, Sheng Li, Junhui Li, Muhua Zhu, Guodong Zhou

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

2015

Improving shift-reduce constituency parsing with large-scale unlabeled data.

Muhua Zhu, Jingbo Zhu, Huizhen Wang

Nat. Lang. Eng., 2015

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar.

Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit.

Jingbo Zhu, Muhua Zhu, Qiang Wang, Tong Xiao

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013

A feature-based approach to better automatic treebank conversion.

Muhua Zhu, Jingbo Zhu, Huizhen Wang

Lang. Resour. Evaluation, 2013

Fast and Accurate Shift-Reduce Constituent Parsing.

Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang, Jingbo Zhu

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing.

Muhua Zhu, Jingbo Zhu, Huizhen Wang

Proceedings of the COLING 2012, 2012

2011

Automatic Treebank Conversion via Informed Decoding - A Case Study on Chinese Treebanks.

Muhua Zhu, Jingbo Zhu, Tong Xiao

ACM Trans. Asian Lang. Inf. Process., 2011

Language Modeling for Syntax-Based Machine Translation Using Tree Substitution Grammars: A Case Study on Chinese-English Translation.

Tong Xiao, Jingbo Zhu, Muhua Zhu

ACM Trans. Asian Lang. Inf. Process., 2011

Aspect-Based Opinion Polling from Customer Reviews.

Jingbo Zhu, Huizhen Wang, Muhua Zhu, Benjamin K. Tsou, Matthew Y. Ma

IEEE Trans. Affect. Comput., 2011

Better Automatic Treebank Conversion Using A Feature-Based Approach.

Muhua Zhu, Jingbo Zhu, Minghan Hu

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

A reranking method for syntactic parsing with heterogeneous treebanks.

Haibo Ding, Muhua Zhu, Jingbo Zhu

Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, 2010

Heterogeneous Parsing via Collaborative Decoding.

Muhua Zhu, Jingbo Zhu, Tong Xiao

Proceedings of the COLING 2010, 2010

Automatic Treebank Conversion via Informed Decoding.

Muhua Zhu, Jingbo Zhu

Proceedings of the COLING 2010, 2010

An Empirical Study of Translation Rule Extraction with Multiple Parsers.

Tong Xiao, Jingbo Zhu, Hao Zhang, Muhua Zhu

Proceedings of the COLING 2010, 2010

Boosting-Based System Combination for Machine Translation.

Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang

Proceedings of the ACL 2010, 2010

High OOV-Recall Chinese Word Segmenter.

Xiaoming Xu, Muhua Zhu, Xiaoxu Fei, Jingbo Zhu

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

2009

Aspect-based sentence segmentation for sentiment summarization.

Jingbo Zhu, Muhua Zhu, Huizhen Wang, Benjamin K. Tsou

Proceedings of the 1st International CIKM Workshop on Topic-Sentiment Analysis for Mass Opinion, 2009

Label correspondence learning for part-of-speech annotation transformation.

Muhua Zhu, Huizhen Wang, Jingbo Zhu

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Multi-aspect opinion polling from textual reviews.

Jingbo Zhu, Huizhen Wang, Benjamin K. Tsou, Muhua Zhu

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Chinese-English Organization Name Translation Based on Correlative Expansion.

Feiliang Ren, Muhua Zhu, Huizhen Wang, Jingbo Zhu

Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009

2008

NEUOM: Identifying Opinionated Sentences in Chinese and English Text.

Chunliang Zhang, Ke Wang, Muhua Zhu, Tong Xiao, Jingbo Zhu

Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

2006

Exploring Distributional Similarity Based Models for Query Spelling Correction.

Mu Li, Muhua Zhu, Yang Zhang, Ming Zhou

Proceedings of the ACL 2006, 2006

Designing Special Post-Processing Rules for SVM-Based Chinese Word Segmentation.

Muhua Zhu, Yilin Wang, Zhenxing Wang, Huizhen Wang, Jingbo Zhu

Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005

Improving Domain Dictionary-based Text Categorization Using Self-partition Model.

Wenliang Chen, Jingbo Zhu, Muhua Zhu, Li Zhang, Tianshun Yao

Int. J. Comput. Process. Orient. Lang., 2005