Publications

Google Scholar Citations

2024

• Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval
  Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su
  ACL 2024 (Findings)

• Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models
  Yiming Wang, Zhuosheng Zhang, Pei Zhang, Baosong Yang, Rui Wang
  ACL 2024 (Findings)

• MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation
  Jianhui Pang, Baosong Yang*, Derek F Wong, Dayiheng Liu, Xiangpeng Wei, Jun Xie, Lidia S Chao
  COLING 2024

2023

• Rethinking the Exploitation of Monolingual Data for Low-Resource Neural Machine Translation
  Jianhui Pang, Baosong Yang*, Derek Fai Wong*, Yu Wan, Dayiheng Liu, Lidia Sam Chao, Jun Xie
  Computational Linguisitcs

• MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks
  Shangjie Li, Xiangpeng Wei, Shaolin Zhu, Jun Xie, Baosong Yang*, Deyi Xiong
  EMNLP 2023

• Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation
  Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Jie Fu, Jian Lan, Mei Li, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv
  EMNLP 2023

• Dynamic Voting for Efficient Reasoning in Large Language Models
  Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv
  EMNLP 2023 (Findings)

• EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
  Ping Guo, Xiangpeng Wei, Yue Hu, Baosong Yang, Dayiheng Liu, Fei Huang, Jun Xie
  NeurIPS 2023

• Imitation Attacks Can Steal More Than You Think from Machine Translation Systems
  Tianxiang Hu, Pei Zhang, Baosong Yang, Jun Xie, Rui Wang
  NLPCC 2023

• Polylm: An open source polyglot large language model
  Xiangpeng Wei, Haoran Wei, Huan Lin, Tianhao Li, Pei Zhang, Xingzhang Ren, Mei Li, Yu Wan, Zhiwei Cao, Binbin Xie, Tianxiang Hu, Shangjie Li, Binyuan Hui, Bowen Yu, Dayiheng Liu, Baosong Yang*, Fei Huang, Jun Xie
  Arxiv Preprint

• Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation
  Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei, Dayiheng Liu, Jun Xie, Min Zhang, Jinsong Su
  ACL 2023

• Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints
  Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie
  ACL 2023

• Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation
  Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie
  ACL 2023

• From statistical methods to deep learning, automatic keyphrase prediction: A survey
  Binbin Xie, Jia Song, Liangying Shao, Suhang Wu, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Jinsong Su
  Information Processing & Management

2022

• Towards energy-preserving natural language understanding with spiking neural networks
  Rong Xiao, Yu Wan, Baosong Yang*, Haibo Zhang, Huajin Tang, Derek F. Wong, Boxing Chen
  IEEE/ACM Transactions on Audio, Speech, and Language Processing

• Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task
  Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Derek F Wong, Lidia S Chao, Wenqiang Lei, Jun Xie
  WMT 2022

• Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task
  Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F Wong, Lidia S Chao, Wenqiang Lei, Jun Xie
  WMT 2022

• WR-One2Set: Towards Well-Calibrated Keyphrase Generation
  Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang, Min Zhang, Jinsong Su
  EMNLP 2022

• Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
  Pei Zhang, Baosong Yang, Hao-Ran Wei, Dayiheng Liu, Kai Fan, Luo Si and Jun Xie
  EMNLP 2022

• Effective Approaches to Neural Query Language Identification
  Xingzhang Ren, Baosong Yang*, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie
  Computational Linguisitcs

• Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
  Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
  NAACL 2022

• Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation
  Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, jun xie, Min Zhang, Jinsong Su
  NAACL 2022 (Findings)

• Dangling-Aware Entity Alignment with Mixed High-Order Proximities
  Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen
  NAACL 2022 (Findings)

• UniTE: Unified Translation Evaluation
  Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao
  ACL 2022

• Unsupervised Preference-Aware Language Identification
  Xingzhang Ren, Baosong Yang, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie
  ACL 2022 (Findings)

• Attention Mechanism with Energy-Friendly Operations
  Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao
  ACL 2022 (Findings)

• GCPG: A General Framework for Controllable Paraphrase Generation
  Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Haibo Zhang, Xue Zhao, Wenqing Yao, Boxing Chen
  ACL 2022 (Findings)

• Multi-View Self-Attention Networks
  Mingzhou Xu, Baosong Yang, Derek Wong and Lidia Chao
  Knowlege-Based Systems (SCI, JCR Q2)

• Cross-Lingual Product Retrieval in E-Commerce Search
  Wenya Zhu, Xiaoyu Lv, Baosong Yang, Yinghua Zhang, Xu Yong, Linlong Xu, Yinfu Feng, Haibo Zhang, Qing Da and Anxiang Zeng
  PAKDD 2022

• Frequency-Aware Contrastive Learning for Neural Machine Translation
  Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang and Wen Zhao
  AAAI 2022

• KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation
  Xin Liu, Dayiheng Liu, Baosong Yang, Haibo Zhang, Jun Wei Ding, Wenqing Yao, Weihua Luo and Jinsong Su
  AAAI 2022

2021

• Challenges of Neural Machine Translation for Short Texts
  Yu Wan, Baosong Yang*, Derek Wong*, Lidia Chao, Liang Yao, Haibo Zhang and Boxing Chen
  Computational Linguisitcs

• RoBLEURT Submission for the WMT2021 Metrics Task
  Yu Wan, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek Wong and Lidia Chao
  WMT 2021

• Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval
  Linlong Xu, Baosong Yang, Xiaoyu Lv, Tianchi Bi, Dayiheng Liu and Haibo Zhang
  Arxiv Preprint

• Context-Aware Self-Attention Networks for Natural Language Processing
  Baosong Yang, Longyue Wang, Derek Wong, Shuming Shi and Zhaopeng Tu
  Neurocomputing (SCI, JCR Q1)

• Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
  Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang and Jinsong Su
  ACL 2021

• Towards User-Driven Neural Machine Translation
  Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang and Jinsong Su
  ACL 2021

• Multi-Hop Transformer for Document-Level Machine Translation
  Long Zhang, Tong Zhang, Zhang Haibo, Baosong Yang, Wei Ye and Shikun Zhang
  NAACL 2021

2020

• Domain Transfer based Data Augmentation for Neural Query Translation
  Liang Yao, Baosong Yang, Haibo Zhang, Boxing Chen and Weihua Luo
  COLING 2020

• Self-Paced Learning for Neural Machine Translation
  Yu Wan, Baosong Yang*, Derek Wong*, Yikai Zhou, Lidia Chao, Haibo Zhang and Boxing Chen
  EMNLP 2020

• Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval
  Tianchi Bi, Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen
  SIGIR-Ecom 2020

• Exploiting Neural Query Translation into Cross Lingual Information Retrieval
  Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen
  SIGIR-Ecom 2020

• Uncertainty-Aware Curriculum Learning for Neural Machine Translation
  Yikai Zhou, Baosong Yang, Derek Wong, Yu Wan and Lidia Chao
  ACL 2020

• Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling
  Yu Wan*, Baosong Yang*, Derek Wong, Lidia Chao, Haihua Du and Ben Ao
  AAAI 2020

• Neuron Interaction Based Representation Composition for Neural Machine Translation
  Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael Lyu and Zhaopeng Tu
  AAAI 2020

2019

• Assessing the Ability of Self-Attention Networks to Learn Word Order
  Baosong Yang, Longyue Wang, Derek Wong, Lidia Chao and Zhaopeng Tu
  ACL 2019

• Leveraging Local and Global Patterns for Self-Attention Networks
  Mingzhou Xu, Derek Wong, Baosong Yang, Yue Zhang and Lidia Chao
  ACL 2019

• Improving Neural Machine Translation with Dynamic Lexicalized Dependency Encoding
  Baosong Yang, Derek Wong, Lidia Chao and Min Zhang
  Knowlege-Based Systems (SCI, JCR Q2)

• Convolutional Self-Attention Networks
  Baosong Yang, Longyue Wang, Derek Wong, Lidia Chao and Zhaopeng Tu
  NAACL 2019

• Information Aggregation for Multi-Head Attention with Routing-by-Agreement.
  Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu and Zhaopeng Tu
  NAACL 2019

• Modeling Recurrence for Transformer.
  Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang and Zhaopeng Tu
  NAACL 2019

• Context-Aware Self-Attention Networks.
  Baosong Yang, Jian Li, Derek Wong, Lidia Chao, Xing Wang and Zhaopeng Tu
  AAAI 2019

2018

• Modeling Localness for Self-Attention Networks.
  Baosong Yang, Zhaopeng Tu, Derek Wong, Fandong Meng, Lidia Chao and Tong Zhang
  EMNLP 2018

• Multi-Head Attention with Disagreement Regularization.
  Jian Li, Zhaopeng Tu, Baosong Yang, Michael Lyu and Tong Zhang
  EMNLP 2018

2017

• Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation.
  Baosong Yang, Derek Wong, Tong Xiao, Lidia Chao and Jingbo Zhu
  EMNLP 2017

2016

• Leveraging the Advantages of Associative Alignment Methods for PB-SMT Systems
  Baosong Yang and Yves Lepage
  LTC-LNAI, Springer, 2016

2015

• Fast Training for Statistical Machine Translation Systems.
  Baosong Yang, Kwankajormkiet Chonlathorn, Jun Li and Yves Lepage
  ISIPS 2015

• Sampling-based Alignment and Hierarchical Sub-sentential Alignment in Chinese-Japanese Translation of Patents.
  Wei Yang, Zhongwen Zhao, Baosong Yang and Yves Lepage
  WAT 2015

• Multi-processing and Approximations in Associative Methods for Faster Training of SMT Systems.
  Baosong Yang and Yves Lepage
  LTC 2015

• Faster Development of Statistical Machine Translation Systems with Sampling-based Alignment and Hierarchical Sub-sentential Alignment.
  Baosong Yang, Hao Wang, and Yves Lepage
  ANLP 2015