Dong-Dong Zhang

Most-cited papers

Achieving Human Parity on Automatic Chinese to English News Translation
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary +20 more
2018arXiv.org652 citations
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Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Hao-Yang Huang, Tianyi Tang, Dong-Dong Zhang, W. Zhao +3 more
2023Conference on Empirical Methods in Natural Language Processing291 citations Open access
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DeepNet: Scaling Transformers to 1,000 Layers
Hongyu Wang, Shu-Ming Ma, Li Dong, Shao-Han Huang +2 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence284 citations Open access
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M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
Minheng Ni, Hao-Yang Huang, Lin Su, Edward Cui +4 more
2021Computer Vision and Pattern Recognition123 citations
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Sequence-to-Dependency Neural Machine Translation
Shuang-Zhi Wu, Dong-Dong Zhang, Nan Yang, Mu Li +1 more
2017Annual Meeting of the Association for Computational Linguistics103 citations Open access
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A Simple and Effective Unified Encoder for Document-Level Machine Translation
Shuming Ma, Dong-Dong Zhang, M. Zhou
2020Annual Meeting of the Association for Computational Linguistics100 citations Open access
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Alternating Language Modeling for Cross-Lingual Pre-Training
Jian Yang, Shuming Ma, Dong-Dong Zhang, Shuang-Zhi Wu +2 more
2020AAAI Conference on Artificial Intelligence98 citations Open access
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DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders
Shu-Ming Ma, Li Dong, Shao-Han Huang, Dong-Dong Zhang +5 more
2021arXiv.org93 citations
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A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation
Chi-Ho Li, Minghui Li, Dong-Dong Zhang, Mu Li +2 more
2007Annual Meeting of the Association for Computational Linguistics92 citations
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XGPT: Cross-modal Generative Pre-Training for Image Captioning
Qiaolin Xia, Hao-Yang Huang, Nan Duan, Dong-Dong Zhang +6 more
2020Natural Language Processing and Chinese Computing86 citations Open access
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BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
Y. Jiang, Tianyu Liu, Shu-Ming Ma, Dong-Dong Zhang +6 more
2021North American Chapter of the Association for Computational Linguistics82 citations Open access
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Dependency-to-Dependency Neural Machine Translation
Shuang-Zhi Wu, Dong-Dong Zhang, Zhirui Zhang, Nan Yang +2 more
2018IEEE/ACM Transactions on Audio Speech and Language Processing58 citations
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Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders
Guanhua Chen, Shu-Ming Ma, Yun Chen, Li Dong +4 more
2021Conference on Empirical Methods in Natural Language Processing46 citations Open access
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Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task
Jian Yang, Shu-Ming Ma, Hao-Yang Huang, Dong-Dong Zhang +7 more
2021Conference on Machine Translation46 citations
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Improving Neural Machine Translation with Soft Template Prediction
Jian Yang, Shuming Ma, Dong-Dong Zhang, Zhou-Jun Li +1 more
2020Annual Meeting of the Association for Computational Linguistics44 citations Open access
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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders
Shuming Ma, Jian Yang, Hao-Yang Huang, Zewen Chi +9 more
2020arXiv.org41 citations
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Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points
M. Zhou, Bo Wang, Shujie Liu, Mu Li +2 more
2008International Conference on Computational Linguistics40 citations Open access
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Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt
Lianzhe Huang, Shu-Ming Ma, Dong-Dong Zhang, Furu Wei +1 more
2022Conference on Empirical Methods in Natural Language Processing39 citations Open access
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Phrase Reordering Model Integrating Syntactic Knowledge for SMT
Dong-Dong Zhang, Mu Li, Chi-Ho Li, M. Zhou
2007Conference on Empirical Methods in Natural Language Processing35 citations
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Chain-of-Dictionary Prompting Elicits Translation in Large Language Models
Hong-Yuan Lu, Haoran Yang, Hao-Yang Huang, Dong-Dong Zhang +2 more
2023Conference on Empirical Methods in Natural Language Processing34 citations Open access
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CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation
Jian Yang, Jian Yang, Shao-Han Huang, Shu-Ming Ma +6 more
2022Conference on Empirical Methods in Natural Language Processing34 citations Open access
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Improved Neural Machine Translation with Source Syntax
Shuang-Zhi Wu, M. Zhou, Dong-Dong Zhang
2017International Joint Conference on Artificial Intelligence33 citations Open access
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Multilingual Agreement for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shu-Ming Ma, Hao-Yang Huang +3 more
2021Annual Meeting of the Association for Computational Linguistics32 citations Open access
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Punctuation Prediction with Transition-based Parsing
Dong-Dong Zhang, Shuang-Zhi Wu, Nan Yang, Mu Li
2013Annual Meeting of the Association for Computational Linguistics31 citations
Semantic Scholar
Bilingual Data Cleaning for SMT using Graph-based Random Walk
Lei Cui, Dong-Dong Zhang, Shujie Liu, Mu Li +1 more
2013Annual Meeting of the Association for Computational Linguistics29 citations
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GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator
Jian Yang, Shu-Ming Ma, Li Dong, Shao-Han Huang +6 more
2022Annual Meeting of the Association for Computational Linguistics28 citations Open access
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LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation
Hong-Cheng Guo, Jiaheng Liu, Hao-Yang Huang, Jian Yang +4 more
2022Conference on Empirical Methods in Natural Language Processing27 citations Open access
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Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders
Mu Li, Nan Duan, Dong-Dong Zhang, Chi-Ho Li +1 more
2009Annual Meeting of the Association for Computational Linguistics27 citations Open access
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Efficient Disfluency Detection with Transition-based Parsing
Shuang-Zhi Wu, Dong-Dong Zhang, M. Zhou, Tie-Jun Zhao
2015Annual Meeting of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation
Jian Yang, Jian Yang, Yuwei Yin, Shu-Ming Ma +4 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing25 citations Open access
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BG-SAC: Entity relationship classification model based on Self-Attention supported Capsule Networks
Dunlu Peng, Dong-Dong Zhang, Cong Liu, Jing Lu
2020Applied Soft Computing25 citations
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Syntax-Aware Data Augmentation for Neural Machine Translation
Sufeng Duan, Hai Zhao, Dong-Dong Zhang, Rui Wang
2020IEEE/ACM Transactions on Audio Speech and Language Processing25 citations Open access
Semantic Scholar
A Ranking-based Approach to Word Reordering for Statistical Machine Translation
Nan Yang, Mu Li, Dong-Dong Zhang, Neng-Hai Yu
2012Annual Meeting of the Association for Computational Linguistics24 citations
Semantic Scholar
Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation
Mu Li, Yinggong Zhao, Dong-Dong Zhang, M. Zhou
2010International Conference on Computational Linguistics24 citations
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Are More Layers Beneficial to Graph Transformers?
Haiteng Zhao, Shu-Ming Ma, Dong-Dong Zhang, Zhi-Hong Deng +1 more
2023International Conference on Learning Representations22 citations Open access
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How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
Weijia Xu, Shu-Ming Ma, Dong-Dong Zhang, Marine Carpuat
2021Findings20 citations Open access
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Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation
Guanhua Chen, Shu-Ming Ma, Yun Chen, Dong-Dong Zhang +3 more
2021Annual Meeting of the Association for Computational Linguistics19 citations Open access
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Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing
Tianyi Tang, Hong-Yuan Lu, Y. Jiang, Hao-Yang Huang +3 more
2023arXiv.org17 citations Open access
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Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels
Y. Jiang, Tianyu Liu, Shu-Ming Ma, Dong-Dong Zhang +2 more
2023Annual Meeting of the Association for Computational Linguistics17 citations Open access
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Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dong-Dong Zhang, Shujie Liu, Qiming Chen +3 more
2014Annual Meeting of the Association for Computational Linguistics17 citations Open access
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Deep learning decoding of mental state in non-invasive brain computer interface
Dong-Dong Zhang, Dong Cao, Haibo Chen
2019International Conferences on Artificial Intelligence, Information Processing and Cloud Computing15 citations Open access
Semantic Scholar
Multi-Domain Adaptation for SMT Using Multi-Task Learning
Lei Cui, Xilun Chen, Dong-Dong Zhang, Shujie Liu +2 more
2013Conference on Empirical Methods in Natural Language Processing15 citations Open access
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A Joint Rule Selection Model for Hierarchical Phrase-Based Translation
Lei Cui, Dong-Dong Zhang, Mu Li, M. Zhou +1 more
2010Annual Meeting of the Association for Computational Linguistics15 citations
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Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems
Nan Duan, Mu Li, Dong-Dong Zhang, M. Zhou
2010International Conference on Computational Linguistics15 citations
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Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus
Y. Jiang, Tianyu Liu, Shu-Ming Ma, Dong-Dong Zhang +2 more
2023arXiv.org14 citations Open access
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Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation
Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dong-Dong Zhang +2 more
2023Conference on Empirical Methods in Natural Language Processing13 citations Open access
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Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers)
O. Bojar, Rajen Chatterjee, C. Federmann, Mark Fishel +496 more
201912 citations Open access
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UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation
Jian Yang, Jian Yang, Yuwei Yin, Shu-Ming Ma +5 more
2022International Joint Conference on Artificial Intelligence11 citations Open access
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Improving Multilingual Neural Machine Translation with Auxiliary Source Languages
Weijia Xu, Yuwei Yin, Shu-Ming Ma, Dong-Dong Zhang +1 more
2021Conference on Empirical Methods in Natural Language Processing11 citations Open access
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Better Synchronous Binarization for Machine Translation
Tong Xiao, Mu Li, Dong-Dong Zhang, Jing-Bo Zhu +1 more
2009Conference on Empirical Methods in Natural Language Processing11 citations Open access
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