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


Feb 10, 2021
Renjie Zheng, Junkun Chen, Mingbo Ma, Liang Huang


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Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction


Dec 17, 2020
Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou


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Context-aware Stand-alone Neural Spelling Correction


Nov 12, 2020
Xiangci Li, Hairong Liu, Liang Huang

* 8 pages, 5 tables, 1 figure. Findings of the Association for Computational Linguistics: EMNLP 2020 

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SigNet: An Advanced Deep Learning Framework for Radio Signal Classification


Oct 28, 2020
Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang


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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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