Tutorial in Simultaneous Translation: Breakthrough and Recent Progress at EMNLP 2020. [slides] and [video]

Serve as Program Chair of The 1st (at ACL 2020) and The 2nd (at NAACL 2021) Workshop on Automatic Simultaneous Translation (AutoSimTrans).

Junkun Chen*, Renjie Zheng*, Atsuhito Kita, Mingbo Ma, Liang Huang, "Improving Simultaneous Translation with Pseudo References". EMNLP, 2021 . (* equal contributions)

Renjie Zheng*, Junkun Chen*, Mingbo Ma, Liang Huang, "Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation". ICML, 2021 . (* equal contributions)

Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang, "Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR". Findings of ACL, 2021 .

Junkun Chen*, Mingbo Ma*, Renjie Zheng, Liang Huang, "MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation". Interspeech, 2021 . (* equal contributions)

Renjie Zheng*, Mingbo Ma*, Baigong Zheng, Kaibo Liu, Liang Huang, "Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training". Findings of EMNLP, 2020 . (* equal contributions)

Mingbo Ma*, Baigong Zheng*, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang, "Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework". Findings of EMNLP, 2020 . (* equal contributions)

Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang, "Simultaneous Translation Policies: From Fixed to Adaptive". ACL, 2020 .

Renjie Zheng*, Mingbo Ma*, Baigong Zheng, Kaibo Liu, Liang Huang, "Opportunistic Decoding with Timely Correction for Simultaneous Translation". ACL, 2020 . (* equal contributions)

Renjie Zheng*, Mingbo Ma*, Baigong Zheng, Liang Huang, "Speculative Beam Search for Simultaneous Translation". EMNLP, 2019 . (* equal contributions)

Baigong Zheng*, Renjie Zheng*, Mingbo Ma, Liang Huang, "Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation". EMNLP, 2019 . (* equal contributions)

Renjie Zheng*, Hairong Liu*, Mingbo Ma, Baigong Zheng, Liang Huang, "Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report". WMT, 2019 . (* equal contributions)

Mingbo Ma *, Liang Huang *, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu and Haifeng Wang, "STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency". ACL, 2019. [Code] (* equal contributions)

Baigong Zheng *, Renjie Zheng *, Mingbo Ma *, and Liang Huang, "Simultaneous Translation with Flexible Policy via Restricted Imitation Learning". ACL, 2019. (* equal contributions)

Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong and Zhongjun He, "Robust Neural Machine Translation with Joint Textual and Phonetic Embedding". ACL, 2019.

Mingbo Ma *, Renjie Zheng * and Liang Huang, "Learning to Stop in Structured Prediction for Neural Machine Translation". NAACL, 2019. (* equal contributions)

Renjie Zheng, Mingbo Ma and Liang Huang, "Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation". EMNLP, 2018.

Yilin Yang, Liang Huang and Mingbo Ma, "Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation". EMNLP, 2018.

Renjie Zheng, Yilin Yang, Mingbo Ma and Liang Huang, "Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report". WMT, 2018.

Liang Huang, Kai Zhao and Mingbo Ma, "When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)". EMNLP, 2017.

Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang, "OSU Multimodal Machine Translation System Report". WMT 2017 competition on multimodal translation .

Mingbo Ma, Kai Zhao, Liang Huang, Bing Xiang and Bowen Zhou, "Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks". Interspeech, 2017.

Mingbo Ma, Liang Huang, Bing Xiang and Bowen Zhou, "Group Sparse CNNs for Question Classification with Answer Sets". ACL, 2017.

Ramesh Nallapati, Bowen Zhou and Mingbo Ma, "Classify or Select: Neural Architectures for Extractive Document Summarization". arXiv, 2016.

Kai Zhao, Liang Huang and Mingbo Ma, "Textual Entailment with Structured Attentions and Composition". COLING, 2016.[Code]

Mingbo Ma, Liang Huang, Bing Xiang and Bowen Zhou, "Dependency-based Convolutional Neural Networks for Sentence Embedding". ACL, 2015. [Slides][Video][Code][bibtex]

Ming Shao, Mingbo Ma, and Yun Fu, "Sparse Manifold Subspace Learning". In Low-Rank and Sparse Modeling for Visual Analysis , Springer, 2014

Mingbo Ma, Ming Shao, Xu Zhao and Yun Fu, "Prototype Based Feature Learning for Face Image Set Classification". IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2013.

Mingbo Ma, Gonet, R., Yu, R. and Anagnostopoulos, G.C., "Metric Representations of Data via the Kernel-based Sammon Mapping". IEEE International Joint Conference on Neural Networks (IJCNN), 2010.

Qian Ma and Mingbo Ma, "Broadband Amplifier Gain Slope Equalization Filter". Progress In Electromagnetics Research Symposium (PIERS), 2008.