Ming-Xuan Wang

Most-cited papers

On the Sentence Embeddings from BERT for Semantic Textual Similarity
Bohan Li, Hao Zhou, Jun-Xian He, Ming-Xuan Wang +2 more
2020Conference on Empirical Methods in Natural Language Processing268 citations Open access
Semantic Scholar
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Xiao Pan, Ming-Xuan Wang, Li-Wei Wu, Lei Li
2021Annual Meeting of the Association for Computational Linguistics241 citations Open access
Semantic Scholar
Glancing Transformer for Non-Autoregressive Neural Machine Translation
Lihua Qian, Hao Zhou, Yu Bao, Ming-Xuan Wang +4 more
2020Annual Meeting of the Association for Computational Linguistics192 citations Open access
Semantic Scholar
Towards Making the Most of BERT in Neural Machine Translation
Jiacheng Yang, Ming-Xuan Wang, Hao Zhou, Cheng-Qi Zhao +3 more
2019AAAI Conference on Artificial Intelligence168 citations Open access
Semantic Scholar
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information
Zehui Lin, Xiao Pan, Ming-Xuan Wang, Xipeng Qiu +3 more
2020Conference on Empirical Methods in Natural Language Processing137 citations Open access
Semantic Scholar
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation
Qingkai Fang, Rong Ye, Lei Li, Yang Feng +1 more
2022Annual Meeting of the Association for Computational Linguistics117 citations Open access
Semantic Scholar
Cross-modal Contrastive Learning for Speech Translation
Rong Ye, Ming-Xuan Wang, Lei Li
2022North American Chapter of the Association for Computational Linguistics114 citations Open access
Semantic Scholar
Learning Shared Semantic Space for Speech-to-Text Translation
Chi Han, Ming-Xuan Wang, Heng Ji, Lei Li
2021Findings93 citations Open access
Semantic Scholar
Learning Language Specific Sub-network for Multilingual Machine Translation
Zehui Lin, Li-Wei Wu, Ming-Xuan Wang, Lei Li
2021Annual Meeting of the Association for Computational Linguistics90 citations Open access
Semantic Scholar
End-to-end Speech Translation via Cross-modal Progressive Training
Rong Ye, Ming-Xuan Wang, Lei Li
2021Interspeech85 citations Open access
Semantic Scholar
Counter-Interference Adapter for Multilingual Machine Translation
Yaoming Zhu, Jiangtao Feng, Cheng-Qi Zhao, Ming-Xuan Wang +1 more
2021Conference on Empirical Methods in Natural Language Processing79 citations Open access
Semantic Scholar
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
Milind Agarwal, Sweta Agrawal, Antonios Anastasopoulos, L. Bentivogli +58 more
2023International Workshop on Spoken Language Translation77 citations Open access
Semantic Scholar
LightSeq: A High Performance Inference Library for Transformers
Xiaohui Wang, Ying Xiong, Yang Wei, Ming-Xuan Wang +1 more
2021North American Chapter of the Association for Computational Linguistics76 citations Open access
Semantic Scholar
DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises
Jiasheng Ye, Zaixiang Zheng, Yu Bao, Lihua Qian +1 more
2023arXiv.org70 citations Open access
Semantic Scholar
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation
Qianqian Dong, Rong Ye, Ming-Xuan Wang, Hao Zhou +3 more
2021AAAI Conference on Artificial Intelligence68 citations Open access
Semantic Scholar
Generative Imagination Elevates Machine Translation
Quan-Yu Long, Ming-Xuan Wang, Lei Li
2020North American Chapter of the Association for Computational Linguistics56 citations Open access
Semantic Scholar
Rethinking Document-level Neural Machine Translation
Zewei Sun, Ming-Xuan Wang, Hao Zhou, Cheng-Qi Zhao +3 more
2020Findings56 citations Open access
Semantic Scholar
Consecutive Decoding for Speech-to-text Translation
Qianqian Dong, Ming-Xuan Wang, Hao Zhou, Shuang Xu +2 more
2020AAAI Conference on Artificial Intelligence49 citations Open access
Semantic Scholar
M3ST: Mix at Three Levels for Speech Translation
Xu-Xin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko +2 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing41 citations
Semantic Scholar
Language Tags Matter for Zero-Shot Neural Machine Translation
Li-Wei Wu, Shanbo Cheng, Ming-Xuan Wang, Lei Li
2021Findings41 citations Open access
Semantic Scholar
BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training
Yiming Yan, Tao Wang, Cheng-Qi Zhao, Shujian Huang +2 more
2023Annual Meeting of the Association for Computational Linguistics39 citations Open access
Semantic Scholar
Speech Translation with Large Language Models: An Industrial Practice
Zhichao Huang, Rong Ye, Tom Ko, Qianqian Dong +3 more
2023arXiv.org39 citations
Semantic Scholar
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs
Xiaohui Wang, Yang Wei, Ying Xiong, Gu-Yue Huang +4 more
2021International Conference for High Performance Computing, Networking, Storage and Analysis39 citations Open access
Semantic Scholar
PolyVoice: Language Models for Speech to Speech Translation
Qianqian Dong, Zhi-Ying Huang, Qiao Tian, Chen Xu +14 more
2023International Conference on Learning Representations38 citations Open access
Semantic Scholar
Recent Advances in Direct Speech-to-text Translation
Chen Xu, Rong Ye, Qianqian Dong, Cheng-Qi Zhao +4 more
2023International Joint Conference on Artificial Intelligence38 citations Open access
Semantic Scholar
Learning When to Translate for Streaming Speech
Qianqian Dong, Yaoming Zhu, Ming-Xuan Wang, Lei Li
2021Annual Meeting of the Association for Computational Linguistics38 citations Open access
Semantic Scholar
DUB: Discrete Unit Back-translation for Speech Translation
Dong Zhang, Rong Ye, Tom Ko, Ming-Xuan Wang +1 more
2023Annual Meeting of the Association for Computational Linguistics36 citations Open access
Semantic Scholar
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
Qingnan Jiang, Ming-Xuan Wang, Jun Cao, Shanbo Cheng +2 more
2021Conference on Empirical Methods in Natural Language Processing35 citations Open access
Semantic Scholar
Finding Sparse Structures for Domain Specific Neural Machine Translation
Jianze Liang, Cheng-Qi Zhao, Ming-Xuan Wang, Xipeng Qiu +1 more
2021AAAI Conference on Artificial Intelligence35 citations Open access
Semantic Scholar
Non-autoregressive Transformer by Position Learning
Yu Bao, Hao Zhou, Jiangtao Feng, Ming-Xuan Wang +3 more
2019arXiv.org35 citations
Semantic Scholar
NeurST: Neural Speech Translation Toolkit
Cheng-Qi Zhao, Ming-Xuan Wang, Qianqian Dong, Rong Ye +1 more
2020Annual Meeting of the Association for Computational Linguistics34 citations Open access
Semantic Scholar
A shallow convolutional neural network with elastic nets for blood glucose quantitative analysis using Raman spectroscopy.
Feifei Pian, Qiao-Yun Wang, Ming-Xuan Wang, Shan Peng +2 more
2021Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy33 citations
Semantic Scholar
GigaST: A 10, 000-hour Pseudo Speech Translation Corpus
Rong Ye, Cheng-Qi Zhao, Tom Ko, Chutong Meng +3 more
2022Interspeech30 citations Open access
Semantic Scholar
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space
Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou +4 more
2020Findings29 citations Open access
Semantic Scholar
Towards Linear Time Neural Machine Translation with Capsule Networks
Ming-Xuan Wang, Jun Xie, Zhi-Xing Tan, Jinsong Su +2 more
2018Conference on Empirical Methods in Natural Language Processing28 citations Open access
Semantic Scholar
Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation
Yaoming Zhu, Zewei Sun, Shanbo Cheng, Yuyang Huang +2 more
2022Annual Meeting of the Association for Computational Linguistics25 citations Open access
Semantic Scholar
Multilingual Translation via Grafting Pre-trained Language Models
Zewei Sun, Ming-Xuan Wang, Lei Li
2021Conference on Empirical Methods in Natural Language Processing24 citations Open access
Semantic Scholar
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
Liyan Kang, Luyang huang, Ningxin Peng, Peihao Zhu +5 more
2023Annual Meeting of the Association for Computational Linguistics20 citations Open access
Semantic Scholar
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation
Qianqian Dong, Fengpeng Yue, Tom Ko, Ming-Xuan Wang +2 more
2022Interspeech20 citations Open access
Semantic Scholar
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu +6 more
2021Conference on Machine Translation18 citations
Semantic Scholar
The Volctrans Machine Translation System for WMT20
Li-Wei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu +2 more
2020Conference on Machine Translation17 citations Open access
Semantic Scholar
CTC-based Non-autoregressive Speech Translation
Chen Xu, Xiao-Qian Liu, Xiao-Wen Liu, Qing-Xuan Sun +8 more
2023Annual Meeting of the Association for Computational Linguistics15 citations Open access
Semantic Scholar
Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus
Yaoming Zhu, Li-Wei Wu, Shanbo Cheng, Ming-Xuan Wang
2022IEEE International Conference on Acoustics, Speech, and Signal Processing14 citations
Semantic Scholar
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes
Wenda Xu, Xian Qian, Ming-Xuan Wang, Lei Li +1 more
2022Annual Meeting of the Association for Computational Linguistics14 citations Open access
Semantic Scholar
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach
Zewei Sun, Ming-Xuan Wang, Hao Zhou, Cheng-Qi Zhao +3 more
2020arXiv.org14 citations
Semantic Scholar
MOSPC: MOS Prediction Based on Pairwise Comparison
Ke-Xin Wang, Yunlong Zhao, Qianqian Dong, Tom Ko +1 more
2023Annual Meeting of the Association for Computational Linguistics13 citations Open access
Semantic Scholar
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder
Zhenqiao Song, Hao Zhou, Lihua Qian, Jing-Jing Xu +3 more
2022International Conference on Learning Representations13 citations
Semantic Scholar
Leveraging per Image-Token Consistency for Vision-Language Pre-training
Yun-Hao Gou, Tom Ko, Hansi Yang, J. Kwok +2 more
2022Computer Vision and Pattern Recognition13 citations Open access
Semantic Scholar
Autocorrect in the Process of Translation — Multi-task Learning Improves Dialogue Machine Translation
Tao Wang, Cheng-Qi Zhao, Ming-Xuan Wang, Lei Li +1 more
2021North American Chapter of the Association for Computational Linguistics13 citations Open access
Semantic Scholar
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
O. Bojar, Rajen Chatterjee, C. Federmann, Mark Fishel +496 more
201911 citations Open access
Semantic Scholar