Shujie Liu

According to our database, Shujie Liu authored at least 144 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Advanced Long-Content Speech Recognition With Factorized Neural Transducer.

Xun Gong, Yu Wu, Jinyu Li, Shujie Liu, Rui Zhao, Xie Chen, Yanmin Qian

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Advanced Long-Content Speech Recognition With Factorized Neural Transducer.

Xun Gong, Yu Wu, Jinyu Li, Shujie Liu, Rui Zhao, Xie Chen, Yanmin Qian

CoRR, 2024

Boosting Large Language Model for Speech Synthesis: An Empirical Study.

Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei

CoRR, 2024

2023

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning.

Jing Pan, Jian Wu, Yashesh Gaur, Sunit Sivasankaran, Zhuo Chen, Shujie Liu, Jinyu Li

CoRR, 2023

Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction.

Leying Zhang, Yao Qian, Linfeng Yu, Heming Wang, Xinkai Wang, Hemin Yang, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng

CoRR, 2023

WavMark: Watermarking for Audio Generation.

Guangyu Chen, Yu Wu, Shujie Liu, Tao Liu, Xiaoyong Du, Furu Wei

CoRR, 2023

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer.

Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka

CoRR, 2023

On decoder-only architecture for speech-to-text and large language model integration.

Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu, Yu Wu

CoRR, 2023

Accelerating Transducers through Adjacent Token Merging.

Yuang Li, Yu Wu, Jinyu Li, Shujie Liu

CoRR, 2023

Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition.

Yuang Li, Yu Wu, Jinyu Li, Shujie Liu

CoRR, 2023

VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation.

Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei

CoRR, 2023

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation.

Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Michael Zeng, Xuedong Huang

CoRR, 2023

Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling.

Ziqiang Zhang, Long Zhou, Chengyi Wang, Sanyuan Chen, Yu Wu, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei

CoRR, 2023

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei

CoRR, 2023

ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation.

Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng, Xuedong Huang

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

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei

Proceedings of the International Conference on Machine Learning, 2023

Robust Data2VEC: Noise-Robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning.

Qiu-Shi Zhu, Long Zhou, Jie Zhang, Shujie Liu, Yu-Chen Hu, Li-Rong Dai

Proceedings of the IEEE International Conference on Acoustics, 2023

Code-Switching Text Generation and Injection in Mandarin-English ASR.

Haibin Yu, Yuxuan Hu, Yao Qian, Ma Jin, Linquan Liu, Shujie Liu, Yu Shi, Yanmin Qian, Edward Lin, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2023

Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation.

Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei

Proceedings of the IEEE International Conference on Acoustics, 2023

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks.

Heming Wang, Yao Qian, Hemin Yang, Nauyuki Kanda, Peidong Wang, Takuya Yoshioka, Xiaofei Wang, Yiming Wang, Shujie Liu, Zhuo Chen, DeLiang Wang, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2023

Target Sound Extraction with Variable Cross-Modality Clues.

Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2023

LongFNT: Long-Form Speech Recognition with Factorized Neural Transducer.

Xun Gong, Yu Wu, Jinyu Li, Shujie Liu, Rui Zhao, Xie Chen, Yanmin Qian

Proceedings of the IEEE International Conference on Acoustics, 2023

Prosody-Aware Speecht5 for Expressive Neural TTS.

Yan Deng, Long Zhou, Yuanhao Yi, Shujie Liu, Lei He

Proceedings of the IEEE International Conference on Acoustics, 2023

On Decoder-Only Architecture For Speech-to-Text and Large Language Model Integration.

Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu, Yu Wu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Building High-Accuracy Multilingual ASR With Gated Language Experts and Curriculum Training.

Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition.

Yuang Li, Yu Wu, Jinyu Li, Shujie Liu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.

Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei

IEEE J. Sel. Top. Signal Process., 2022

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei

CoRR, 2022

VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning.

Qiu-Shi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei

CoRR, 2022

LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers.

Peidong Wang, Eric Sun, Jian Xue, Yu Wu, Long Zhou, Yashesh Gaur, Shujie Liu, Jinyu Li

CoRR, 2022

The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task.

Ziqiang Zhang, Junyi Ao, Long Zhou, Shujie Liu, Furu Wei, Jinyu Li

CoRR, 2022

Exploring WavLM on Speech Enhancement.

Hyungchan Song, Sanyuan Chen, Zhuo Chen, Yu Wu, Takuya Yoshioka, Min Tang, Jong Won Shin, Shujie Liu

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Two-Stream Network for Sign Language Recognition and Translation.

Yutong Chen, Ronglai Zuo, Fangyun Wei, Yu Wu, Shujie Liu, Brian Mak

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Separating Long-Form Speech with Group-wise Permutation Invariant Training.

Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei

Proceedings of the Interspeech 2022, 2022

Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training.

Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei

Proceedings of the Interspeech 2022, 2022

Speech Pre-training with Acoustic Piece.

Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei

Proceedings of the Interspeech 2022, 2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei

Proceedings of the Interspeech 2022, 2022

Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data.

Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei

Proceedings of the Interspeech 2022, 2022

A Configurable Multilingual Model is All You Need to Recognize All Languages.

Long Zhou, Jinyu Li, Eric Sun, Shujie Liu

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Self-Supervised Learning for Speech Recognition with Intermediate Layer Supervision.

Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding.

Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction.

Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-View Self-Attention Based Transformer for Speaker Recognition.

Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training.

Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu

Proceedings of the IEEE International Conference on Acoustics, 2022

Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification.

Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2022

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training.

Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing.

Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Self-Supervised Learning for speech recognition with Intermediate layer supervision.

Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang

CoRR, 2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.

Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei

CoRR, 2021

SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing.

Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei

CoRR, 2021

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Investigation of Practical Aspects of Single Channel Speech Separation for ASR.

Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li

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

Improving Multilingual Transformer Transducer Models by Reducing Language Confusions.

Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong

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

Ultra Fast Speech Separation Model with Teacher Student Learning.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu

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

UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data.

Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang

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

GraphCodeBERT: Pre-training Code Representations with Data Flow.

Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou

Proceedings of the 9th International Conference on Learning Representations, 2021

Microsoft Speaker Diarization System for the Voxceleb Speaker Recognition Challenge 2020.

Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Continuous Speech Separation with Conformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset.

Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2021

Don't Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jin-Yu Li, Xiangzhan Yu

Proceedings of the IEEE International Conference on Acoustics, 2021

Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation.

Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang

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

Jointly Learning to Repair Code and Generate Commit Message.

Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li

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

Grammar-Based Patches Generation for Automated Program Repair.

Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang

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

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation.

Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Joint Learning of Question Answering and Question Generation.

Yibo Sun, Duyu Tang, Nan Duan, Tao Qin, Shujie Liu, Zhao Yan, Ming Zhou, Yuanhua Lv, Wenpeng Yin, Xiaocheng Feng, Bing Qin, Ting Liu

IEEE Trans. Knowl. Data Eng., 2020

A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation.

Muyun Yang, Shujie Liu, Kehai Chen, Hongyang Zhang, Enbo Zhao, Tiejun Zhao

IEEE Trans. Fuzzy Syst., 2020

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li

CoRR, 2020

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma

CoRR, 2020

Continuous Speech Separation with Conformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou

CoRR, 2020

MoBoAligner: A Neural Alignment Model for Non-Autoregressive TTS with Monotonic Boundary Search.

Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, Ming Liu, Ming Zhou

Proceedings of the Interspeech 2020, 2020

On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition.

Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu

Proceedings of the Interspeech 2020, 2020

Low Latency End-to-End Streaming Speech Recognition with a Scout Network.

Chengyi Wang, Yu Wu, Liang Lu, Shujie Liu, Jinyu Li, Guoli Ye, Ming Zhou

Proceedings of the Interspeech 2020, 2020

Semantic Mask for Transformer Based End-to-End Speech Recognition.

Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou

Proceedings of the Interspeech 2020, 2020

Curriculum Pre-training for End-to-End Speech Translation.

Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang

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

A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation.

Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma

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

A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction.

Shuo Ren, Shujie Liu, Ming Zhou, Shuai Ma

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

MuTual: A Dataset for Multi-Turn Dialogue Reasoning.

Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou

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

A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation.

Yu Wu, Yunli Wang, Shujie Liu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation.

Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

RobuTrans: A Robust Transformer-Based Text-to-Speech Model.

Naihan Li, Yanqing Liu, Yu Wu, Shujie Liu, Sheng Zhao, Ming Liu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Accelerating Transformer Decoding via a Hybrid of Self-attention and Recurrent Neural Network.

Chengyi Wang, Shuangzhi Wu, Shujie Liu

CoRR, 2019

Source Dependency-Aware Transformer with Supervised Self-Attention.

Chengyi Wang, Shuangzhi Wu, Shujie Liu

CoRR, 2019

Unsupervised Context Rewriting for Open Domain Conversation.

Kun Zhou, Kai Zhang, Yu Wu, Shujie Liu, Jingsong Yu

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

Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.

Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma

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

Regularizing Neural Machine Translation by Target-Bidirectional Agreement.

Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Tong Xu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Unsupervised Neural Machine Translation with SMT as Posterior Regularization.

Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Neural Speech Synthesis with Transformer Network.

Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, Ming Liu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Close to Human Quality TTS with Transformer.

Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, Ming Liu, Ming Zhou

CoRR, 2018

Approximate Distribution Matching for Sequence-to-Sequence Learning.

Wenhu Chen, Guanlin Li, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou

CoRR, 2018

Style Transfer as Unsupervised Machine Translation.

Zhirui Zhang, Shuo Ren, Shujie Liu, Jianyong Wang, Peng Chen, Mu Li, Ming Zhou, Enhong Chen

CoRR, 2018

Regularizing Neural Machine Translation by Target-bidirectional Agreement.

Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

CoRR, 2018

Achieving Human Parity on Automatic Chinese to English News Translation.

Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou

CoRR, 2018

Coarse-To-Fine Learning for Neural Machine Translation.

Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Learning to Collaborate for Question Answering and Asking.

Duyu Tang, Nan Duan, Zhao Yan, Zhirui Zhang, Yibo Sun, Shujie Liu, Yuanhua Lv, Ming Zhou

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Generative Bridging Network for Neural Sequence Prediction.

Wenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Bidirectional Generative Adversarial Networks for Neural Machine Translation.

Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Triangular Architecture for Rare Language Translation.

Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Joint Training for Neural Machine Translation Models with Monolingual Data.

Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Assertion-Based QA With Question-Aware Open Information Extraction.

Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Zhou, Zhoujun Li

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Neural Sequence Prediction by Coaching.

Wenhu Chen, Guanlin Li, Shujie Liu, Zhirui Zhang, Mu Li, Ming Zhou

CoRR, 2017

Modeling Indicative Context for Statistical Machine Translation.

Shuangzhi Wu, Dongdong Zhang, Shujie Liu, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2017

Stack-based Multi-layer Attention for Transition-based Dependency Parsing.

Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen

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

Chunk-based Decoder for Neural Machine Translation.

Shonosuke Ishiwatari, Jingtao Yao, Shujie Liu, Mu Li, Ming Zhou, Naoki Yoshinaga, Masaru Kitsuregawa, Weijia Jia

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

2016

Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model.

Shi Feng, Shujie Liu, Mu Li, Ming Zhou

CoRR, 2016

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.

Shi Feng, Shujie Liu, Nan Yang, Mu Li, Ming Zhou, Kenny Q. Zhu

Proceedings of the COLING 2016, 2016

Knowledge-Based Semantic Embedding for Machine Translation.

Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Towards Machine Translation in Semantic Vector Space.

Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2015

Beyond Word-based Language Model in Statistical Machine Translation.

Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

CoRR, 2015

A Statistical Parsing Framework for Sentiment Classification.

Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu

Comput. Linguistics, 2015

A Maximum Entropy Approach to Discourse Coherence Modeling.

Rui Lin, Muyun Yang, Shujie Liu, Sheng Li, Tiejun Zhao

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Entity Translation with Collective Inference in Knowledge Graph.

Qinglin Li, Shujie Liu, Rui Lin, Mu Li, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Hierarchical Recurrent Neural Network for Document Modeling.

Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou, Sheng Li

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Woodpecker: An Automatic Methodology for Machine Translation Diagnosis with Rich Linguistic Knowledge.

Bo Wang, Ming Zhou, Shujie Liu, Mu Li, Dongdong Zhang

J. Inf. Sci. Eng., 2014

Bilingually-constrained Phrase Embeddings for Machine Translation.

Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Recursive Recurrent Neural Network for Statistical Machine Translation.

Shujie Liu, Nan Yang, Mu Li, Ming Zhou

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Learning Topic Representation for SMT with Neural Networks.

Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space.

Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk.

Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2013

Efficient Collective Entity Linking with Stacking.

Zhengyan He, Shujie Liu, Yang Song, Mu Li, Ming Zhou, Houfeng Wang

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Multi-Domain Adaptation for SMT Using Multi-Task Learning.

Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Word Alignment Modeling with Context Dependent Deep Neural Network.

Nan Yang, Shujie Liu, Mu Li, Ming Zhou, Nenghai Yu

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Learning Entity Representation for Entity Disambiguation.

Zhengyan He, Shujie Liu, Mu Li, Ming Zhou, Longkai Zhang, Houfeng Wang

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Bilingual Data Cleaning for SMT using Graph-based Random Walk.

Lei Cui, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

A novel 3D video transcoding scheme for adaptive 3D video transmission to heterogeneous terminals.

Shujie Liu, Chang Wen Chen

ACM Trans. Multim. Comput. Commun. Appl., 2012

Virtual View Reconstruction Using Temporal Information.

Shujie Liu, Philip A. Chou, Cha Zhang, Zhengyou Zhang, Chang Wen Chen

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Re-training Monolingual Parser Bilingually for Syntactic SMT.

Shujie Liu, Chi-Ho Li, Mu Li, Ming Zhou

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Learning Translation Consensus with Structured Label Propagation.

Shujie Liu, Chi-Ho Li, Mu Li, Ming Zhou

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

New Depth Coding Techniques With Utilization of Corresponding Video.

Shujie Liu, PoLin Lai, Dong Tian, Chang Wen Chen

IEEE Trans. Broadcast., 2011

Scalable video transmission: packet loss induced distortion modeling and estimation.

Shujie Liu, Chang Wen Chen

Proceedings of the Network and Operating System Support for Digital Audio and Video, 2011

A Unified SMT Framework Combining MIRA and MERT.

Shujie Liu, Chi-Ho Li, Ming Zhou

Proceedings of Machine Translation Summit XIII: Papers, 2011

Statistic Machine Translation Boosted with Spurious Word Deletion.

Shujie Liu, Chi-Ho Li, Ming Zhou

Proceedings of Machine Translation Summit XIII: Papers, 2011

Transductive Minimum Error Rate Training for Statistical Machine Translation.

Yinggong Zhao, Shujie Liu, Yangsheng Ji, Jiajun Chen, Guodong Zhou

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010

Joint trilateral filtering for depth map compression.

Shujie Liu, PoLin Lai, Dong Tian, Cristina Gomila, Chang Wen Chen

Proceedings of the Visual Communications and Image Processing 2010, 2010

3D video transcoding for virtual views.

Shujie Liu, Chang Wen Chen

Proceedings of the 18th International Conference on Multimedia 2010, 2010

The MSRA machine translation system for IWSLT 2010.

Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

A novel prioritized spatial multiplexing for MIMO wireless system with application to H.264 SVC video.

Qian Liu, Shujie Liu, Chang Wen Chen

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Sparse dyadic mode for depth map compression.

Shujie Liu, PoLin Lai, Dong Tian, Cristina Gomila, Chang Wen Chen

Proceedings of the International Conference on Image Processing, 2010

Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training.

Shujie Liu, Chi-Ho Li, Ming Zhou

Proceedings of the COLING 2010, 2010

Discriminative Pruning for Discriminative ITG Alignment.

Shujie Liu, Chi-Ho Li, Ming Zhou

Proceedings of the ACL 2010, 2010

2009

Multiview Video transcoding: From multiple views to single view.

Shujie Liu, Chang Wen Chen

Proceedings of the 2009 Picture Coding Symposium, 2009

2008

An EMD Based Approach to Transliteration Unit Alignment between English and Chinese.

Muyun Yang, Shujie Liu, Lei Wang, Sheng Li, Jufeng Li, Tiejun Zhao, Haoliang Qi

Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

Frame loss error concealment for multiview video coding.

Shujie Liu, Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska M. Hannuksela, Houqiang Li

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Low-complexity asymmetric multiview video coding.

Ying Chen, Shujie Liu, Ye-Kui Wang, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points.

Ming Zhou, Bo Wang, Shujie Liu, Mu Li, Dongdong Zhang, Tiejun Zhao

Proceedings of the COLING 2008, 2008