Mingbo Ma

According to our database, Mingbo Ma authored at least 37 papers between 2010 and 2023.

Collaborative distances:

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

2023

Efficient Neural Music Generation.

Max W. Y. Lam, Qiao Tian, Tang Li, Zongyu Yin, Siyuan Feng, Ming Tu, Yuliang Ji, Rui Xia, Mingbo Ma, Xuchen Song, Jitong Chen, Yuping Wang, Yuxuan Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Data-Driven Adaptive Simultaneous Machine Translation.

Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Junkun Chen, Jiahong Yuan, Kenneth Church, Liang Huang

CoRR, 2022

A³T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing.

He Bai, Renjie Zheng, Junkun Chen, Mingbo Ma, Xintong Li, Liang Huang

Proceedings of the International Conference on Machine Learning, 2022

2021

SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction.

Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation.

Renjie Zheng, Junkun Chen, Mingbo Ma, Liang Huang

Proceedings of the 38th International Conference on Machine Learning, 2021

Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings.

Junkun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR.

Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation.

Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang

CoRR, 2020

Improving Simultaneous Translation with Pseudo References.

Junkun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang

CoRR, 2020

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training.

Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework.

Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Simultaneous Translation.

Liang Huang, Colin Cherry, Mingbo Ma, Naveen Arivazhagan, Zhongjun He

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

Opportunistic Decoding with Timely Correction for Simultaneous Translation.

Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang

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

Simultaneous Translation Policies: From Fixed to Adaptive.

Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang

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

2019

Machine Translation in Pronunciation Space.

Hairong Liu, Mingbo Ma, Liang Huang

CoRR, 2019

Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report.

Renjie Zheng, Hairong Liu, Mingbo Ma, Baigong Zheng, Liang Huang

Proceedings of the Fourth Conference on Machine Translation, 2019

Learning to Stop in Structured Prediction for Neural Machine Translation.

Mingbo Ma, Renjie Zheng, Liang Huang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation.

Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

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

Speculative Beam Search for Simultaneous Translation.

Renjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang

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

Simultaneous Translation with Flexible Policy via Restricted Imitation Learning.

Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework.

Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, Haifeng Wang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Robust Neural Machine Translation with Joint Textual and Phonetic Embedding.

Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong, Zhongjun He

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency.

Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang

CoRR, 2018

Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report.

Renjie Zheng, Yilin Yang, Mingbo Ma, Liang Huang

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation.

Renjie Zheng, Mingbo Ma, Liang Huang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation.

Yilin Yang, Liang Huang, Mingbo Ma

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

OSU Multimodal Machine Translation System Report.

Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang

Proceedings of the Second Conference on Machine Translation, 2017

Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks.

Mingbo Ma, Kai Zhao, Liang Huang, Bing Xiang, Bowen Zhou

Proceedings of the Interspeech 2017, 2017

When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size).

Liang Huang, Kai Zhao, Mingbo Ma

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Group Sparse CNNs for Question Classification with Answer Sets.

Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou

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

2016

Classify or Select: Neural Architectures for Extractive Document Summarization.

Ramesh Nallapati, Bowen Zhou, Mingbo Ma

CoRR, 2016

Textual Entailment with Structured Attentions and Composition.

Kai Zhao, Liang Huang, Mingbo Ma

Proceedings of the COLING 2016, 2016

2015

Tree-based Convolution for Sentence Modeling.

Mingbo Ma, Liang Huang, Bowen Zhou, Bing Xiang

CoRR, 2015

Dependency-based Convolutional Neural Networks for Sentence Embedding.

Mingbo Ma, Liang Huang, Bowen Zhou, Bing Xiang

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

2014

Sparse Manifold Subspace Learning.

Ming Shao, Mingbo Ma, Yun Fu

Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

2013

Prototype based feature learning for face image set classification.

Mingbo Ma, Ming Shao, Xu Zhao, Yun Fu

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2010

Metric representations of data via the Kernel-based Sammon Mapping.

Mingbo Ma, Ryan Gonet, RuiZhi Yu, Georgios C. Anagnostopoulos

Proceedings of the International Joint Conference on Neural Networks, 2010