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

Oct 22, 2020
Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang

* 10 pages 

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

Oct 21, 2020
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang

* Findings of EMNLP 2020 
* 10 pages, accepted by Findings of EMNLP 2020 

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Improving Simultaneous Translation with Pseudo References

Oct 21, 2020
Junkun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang

* 6 pages 

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The Review Unmanned Surface Vehicle Path Planning: Based on Multi-modality Constraint

Jul 03, 2020
Chunhui Zhou, Shangding Gu, Yuanqiao Wen, Zhe Du, Changshi Xiao, Liang Huang, Man Zhu

* Ocean Engineering,2020 

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NEJM-enzh: A Parallel Corpus for English-Chinese Translation in the Biomedical Domain

May 18, 2020
Boxiang Liu, Liang Huang

* 11 pages, 11 figures, and 2 tables 

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Visualizing Deep Learning-based Radio Modulation Classifier

May 03, 2020
Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu


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Simultaneous Translation Policies: From Fixed to Adaptive

May 02, 2020
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang


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Opportunistic Decoding with Timely Correction for Simultaneous Translation

May 02, 2020
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang

* accepted by ACL 2020 

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Data Augmentation for Deep Learning-based Radio Modulation Classification

Dec 10, 2019
Liang Huang, Weijian Pan, You Zhang, LiPing Qian, Nan Gao, Yuan Wu


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

Nov 07, 2019
Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang

* 11 pages 

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Machine Translation in Pronunciation Space

Nov 03, 2019
Hairong Liu, Mingbo Ma, Liang Huang


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Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation

Sep 12, 2019
Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

* EMNLP 2019 

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Speculative Beam Search for Simultaneous Translation

Sep 12, 2019
Renjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang

* accepted by EMNLP 2019 

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

Jun 22, 2019
Renjie Zheng, Hairong Liu, Mingbo Ma, Baigong Zheng, Liang Huang

* accepted by WMT 2019 

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Simultaneous Translation with Flexible Policy via Restricted Imitation Learning

Jun 04, 2019
Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

* ACL 2019 

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Learning to Stop in Structured Prediction for Neural Machine Translation

Apr 01, 2019
Mingbo Ma, Renjie Zheng, Liang Huang

* NAACL 2019 
* 5 pages 

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STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency

Nov 03, 2018
Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang


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

Oct 27, 2018
Yilin Yang, Liang Huang, Mingbo Ma

* EMNLP 2018 

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Robust Neural Machine Translation with Joint Textual and Phonetic Embedding

Oct 15, 2018
Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong, Zhongjun He


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Speeding Up Neural Machine Translation Decoding by Cube Pruning

Sep 09, 2018
Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu

* 11pages, 11 figures, EMNLP-2018 conference 

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

Aug 31, 2018
Liang Huang, Kai Zhao, Mingbo Ma

* accepted by EMNLP 2017 

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

Aug 31, 2018
Renjie Zheng, Yilin Yang, Mingbo Ma, Liang Huang

* Published in WMT 2018 
* 5 pages 

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

Aug 28, 2018
Renjie Zheng, Mingbo Ma, Liang Huang

* Published in EMNLP 2018 
* 10 pages 

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Large Margin Neural Language Model

Aug 27, 2018
Jiaji Huang, Yi Li, Wei Ping, Liang Huang

* 9 pages. Accepted as a long paper in EMNLP2018 

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Linear-Time Constituency Parsing with RNNs and Dynamic Programming

May 21, 2018
Juneki Hong, Liang Huang

* Needs revisions, especially in the experiments section, discussing which models are WSJ-only, single-model, end-to-end 

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Event Nugget Detection with Forward-Backward Recurrent Neural Networks

Feb 15, 2018
Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli

* http://www.aclweb.org/anthology/P16-2060 
* Published as a short paper at ACL 2016. The main purpose of this submission is to add this paper to arxiv 

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OSU Multimodal Machine Translation System Report

Dec 14, 2017
Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang

* 5, WMT 2017 

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