The ICT statistical machine translation systems for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yajuan Lü; Qun Liu 001 (IWSLT, 2009)

The ICT statistical machine translation system for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yanjuan Lu; Qun Liu 001 (IWSLT (Evaluation Campaign), 2009)

Dependency Forest for Statistical Machine Translation. - Zhaopeng Tu; Yang Liu 005; Young-Sook Hwang; Qun Liu 001; Shouxun Lin (COLING, 2010)

Extracting Hierarchical Rules from a Weighted Alignment Matrix. - Zhaopeng Tu; Yang Liu 005; Qun Liu 001; Shouxun Lin (IJCNLP, 2011)

Head-Driven Hierarchical Phrase-based Translation. - Junhui Li; Zhaopeng Tu; Guodong Zhou; Josef van Genabith (ACL (2), 2012)

Identifying High-Impact Sub-Structures for Convolution Kernels in Document-level Sentiment Classification. - Zhaopeng Tu; Yifan He 007; Jennifer Foster; Josef van Genabith; Qun Liu 001; Shouxun Lin (ACL (2), 2012)

Combining Multiple Alignments to Improve Machine Translation. - Zhaopeng Tu; Yang Liu 005; Yifan He 007; Josef van Genabith; Qun Liu 001; Shouxun Lin (COLING (Posters), 2012)

Using Syntactic Head Information in Hierarchical Phrase-Based Translation. - Junhui Li; Zhaopeng Tu; Guodong Zhou; Josef van Genabith (WMT@NAACL-HLT, 2012)

A Novel Graph-based Compact Representation of Word Alignment. - Qun Liu 001; Zhaopeng Tu; Shouxun Lin (ACL (2), 2013)

A Simple, Fast Strategy for Weighted Alignment Hypergraph. - Zhaopeng Tu; Jun Xie; Yajuan Lv; Qun Liu 001 (NLPCC, 2013)

On the localness of software. - Zhaopeng Tu; Zhendong Su 001; Premkumar T. Devanbu (SIGSOFT FSE, 2014)

Context-Dependent Translation Selection Using Convolutional Neural Network. - Baotian Hu; Zhaopeng Tu; Zhengdong Lu; Hang Li 001; Qingcai Chen (ACL (2), 2015)

CACHECA: A Cache Language Model Based Code Suggestion Tool. - Christine Franks; Zhaopeng Tu; Premkumar T. Devanbu; Vincent J. Hellendoorn (ICSE (2), 2015)

Neural Transformation Machine: A New Architecture for Sequence-to-Sequence Learning. - Fandong Meng; Zhengdong Lu; Zhaopeng Tu; Hang Li 001; Qun Liu 001 (CoRR, 2015)

On the "Naturalness" of Buggy Code. - Baishakhi Ray; Vincent J. Hellendoorn; Zhaopeng Tu; Connie Nguyen; Saheel Godhane; Alberto Bacchelli; Premkumar T. Devanbu (CoRR, 2015)

Context-Dependent Translation Selection Using Convolutional Neural Network. - Zhaopeng Tu; Baotian Hu; Zhengdong Lu; Hang Li 001 (CoRR, 2015)

Modeling Coverage for Neural Machine Translation. - Zhaopeng Tu; Zhengdong Lu; Yang Liu 005; Xiaohua Liu; Hang Li 001 (ACL (1), 2016)

Dropped pronoun generation for dialogue machine translation. - Longyue Wang; Xiaojun Zhang; Zhaopeng Tu; Hang Li 001; Qun Liu 001 (ICASSP, 2016)

On the "naturalness" of buggy code. - Baishakhi Ray; Vincent J. Hellendoorn; Saheel Godhane; Zhaopeng Tu; Alberto Bacchelli; Premkumar T. Devanbu (ICSE, 2016)

Do Contexts Help in Phrase-Based, Statistical Source Code Migration? - Anh Tuan Nguyen 001; Zhaopeng Tu; Tien N. Nguyen (ICSME, 2016)

Automatic Construction of Discourse Corpora for Dialogue Translation. - Longyue Wang; Xiaojun Zhang; Zhaopeng Tu; Andy Way; Qun Liu 001 (LREC, 2016)

A Novel Approach to Dropped Pronoun Translation. - Longyue Wang; Zhaopeng Tu; Xiaojun Zhang; Hang Li 001; Andy Way; Qun Liu 001 (HLT-NAACL, 2016)

Coverage-based Neural Machine Translation. - Zhaopeng Tu; Zhengdong Lu; Yang Liu 005; Xiaohua Liu; Hang Li 001 (CoRR, 2016)

Neural Machine Translation with Reconstruction. - Zhaopeng Tu; Yang Liu 005; Lifeng Shang; Xiaohua Liu; Hang Li 001 (AAAI, 2017)

Neural Machine Translation Advised by Statistical Machine Translation. - Xing Wang 007; Zhengdong Lu; Zhaopeng Tu; Hang Li 001; Deyi Xiong; Min Zhang 005 (AAAI, 2017)

Modeling Source Syntax for Neural Machine Translation. - Junhui Li; Deyi Xiong; Zhaopeng Tu; Muhua Zhu; Min Zhang 005; Guodong Zhou (ACL (1), 2017)

Chunk-Based Bi-Scale Decoder for Neural Machine Translation. - Hao Zhou 012; Zhaopeng Tu; Shujian Huang; Xiaohua Liu; Hang Li 001; Jiajun Chen 001 (ACL (2), 2017)

Exploiting Cross-Sentence Context for Neural Machine Translation. - Longyue Wang; Zhaopeng Tu; Andy Way; Qun Liu 001 (EMNLP, 2017)

Translating Phrases in Neural Machine Translation. - Xing Wang 007; Zhaopeng Tu; Deyi Xiong; Min Zhang 005 (EMNLP, 2017)

Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. - Longyue Wang; Jinhua Du; Liangyou Li; Zhaopeng Tu; Andy Way; Qun Liu 001 (IJCNLP (System Demonstrations), 2017)

A novel and robust approach for pro-drop language translation. - Longyue Wang; Zhaopeng Tu; Xiaojun Zhang; Siyou Liu; Hang Li 001; Andy Way; Qun Liu 001 (Mach. Transl., 2017)

Context Gates for Neural Machine Translation. - Zhaopeng Tu; Yang Liu 005; Zhengdong Lu; Xiaohua Liu; Hang Li 001 (Trans. Assoc. Comput. Linguistics, 2017)

Translating Pro-Drop Languages With Reconstruction Models. - Longyue Wang; Zhaopeng Tu; Shuming Shi 001; Tong Zhang 001; Yvette Graham; Qun Liu 001 (AAAI, 2018)

Towards Robust Neural Machine Translation. - Yong Cheng; Zhaopeng Tu; Fandong Meng; Junjie Zhai; Yang Liu 005 (ACL (1), 2018)

Exploiting Deep Representations for Neural Machine Translation. - Zi-Yi Dou; Zhaopeng Tu; Xing Wang 007; Shuming Shi 001; Tong Zhang 001 (EMNLP, 2018)

Multi-Head Attention with Disagreement Regularization. - Jian Li 054; Zhaopeng Tu; Baosong Yang; Michael R. Lyu; Tong Zhang 001 (EMNLP, 2018)

Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism. - Longyue Wang; Zhaopeng Tu; Andy Way; Qun Liu 001 (EMNLP, 2018)

Modeling Localness for Self-Attention Networks. - Baosong Yang; Zhaopeng Tu; Derek F. Wong; Fandong Meng; Lidia S. Chao; Tong Zhang 001 (EMNLP, 2018)

Neural Machine Translation with Key-Value Memory-Augmented Attention. - Fandong Meng; Zhaopeng Tu; Yong Cheng; Haiyang Wu; Junjie Zhai; Yuekui Yang; Di Wang (IJCAI, 2018)

Target Foresight Based Attention for Neural Machine Translation. - Xintong Li; Lemao Liu; Zhaopeng Tu; Shuming Shi 001; Max Meng (NAACL-HLT, 2018)

Generative Stock Question Answering. - Zhaopeng Tu; Xiaojiang Liu; Lei Shu; Shuming Shi 001 (CoRR, 2018)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Victoria Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (CoRR, 2018)

Learning to Refine Source Representations for Neural Machine Translation. - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (CoRR, 2018)

Learning to Remember Translation History with a Continuous Cache. - Zhaopeng Tu; Yang Liu 005; Shuming Shi 001; Tong Zhang 001 (Trans. Assoc. Comput. Linguistics, 2018)

Modeling Past and Future for Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lili Mou; Xinyu Dai; Jiajun Chen 001; Zhaopeng Tu (Trans. Assoc. Comput. Linguistics, 2018)

Incorporating Statistical Machine Translation Word Knowledge Into Neural Machine Translation. - Xing Wang 007; Zhaopeng Tu; Min Zhang 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. - Zi-Yi Dou; Zhaopeng Tu; Xing Wang 007; Longyue Wang; Shuming Shi 001; Tong Zhang 001 (AAAI, 2019)

Neural Machine Translation with Adequacy-Oriented Learning. - Xiang Kong; Zhaopeng Tu; Shuming Shi 001; Eduard H. Hovy; Tong Zhang 001 (AAAI, 2019)

Context-Aware Self-Attention Networks. - Baosong Yang; Jian Li 054; Derek F. Wong; Lidia S. Chao; Xing Wang 007; Zhaopeng Tu (AAAI, 2019)

Exploiting Sentential Context for Neural Machine Translation. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (ACL (1), 2019)

Assessing the Ability of Self-Attention Networks to Learn Word Order. - Baosong Yang; Longyue Wang; Derek F. Wong; Lidia S. Chao; Zhaopeng Tu (ACL (1), 2019)

Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework. - Deng Cai 002; Yan Wang 060; Wei Bi; Zhaopeng Tu; Xiaojiang Liu; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Multi-Granularity Self-Attention for Neural Machine Translation. - Jie Hao; Xing Wang 007; Shuming Shi 001; Jinfeng Zhang; Zhaopeng Tu (EMNLP/IJCNLP (1), 2019)

Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons. - Jie Hao; Xing Wang 007; Shuming Shi 001; Jinfeng Zhang; Zhaopeng Tu (EMNLP/IJCNLP (1), 2019)

Towards Understanding Neural Machine Translation with Word Importance. - Shilin He; Zhaopeng Tu; Xing Wang 007; Longyue Wang; Michael R. Lyu; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

One Model to Learn Both: Zero Pronoun Prediction and Translation. - Longyue Wang; Zhaopeng Tu; Xing Wang 007; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Self-Attention with Structural Position Representations. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Dynamic Past and Future for Neural Machine Translation. - Zaixiang Zheng; Shujian Huang; Zhaopeng Tu; Xin-Yu Dai; Jiajun Chen 001 (EMNLP/IJCNLP (1), 2019)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Wei Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (NAACL-HLT (1), 2019)

Modeling Recurrence for Transformer. - Jie Hao; Xing Wang 007; Baosong Yang; Longyue Wang; Jinfeng Zhang; Zhaopeng Tu (NAACL-HLT (1), 2019)

Information Aggregation for Multi-Head Attention with Routing-by-Agreement. - Jian Li 054; Baosong Yang; Zi-Yi Dou; Xing Wang 007; Michael R. Lyu; Zhaopeng Tu (NAACL-HLT (1), 2019)

Convolutional Self-Attention Networks. - Baosong Yang; Longyue Wang; Derek F. Wong; Lidia S. Chao; Zhaopeng Tu (NAACL-HLT (1), 2019)

EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation. - Qintong Li; Hongshen Chen; Zhaochun Ren; Zhumin Chen; Zhaopeng Tu; Jun Ma 001 (CoRR, 2019)

Neuron Interaction Based Representation Composition for Neural Machine Translation. - Jian Li 054; Xing Wang 007; Baosong Yang; Shuming Shi 001; Michael R. Lyu; Zhaopeng Tu (AAAI, 2020)

Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks. - Yong Wang 032; Longyue Wang; Shuming Shi 001; Victor O. K. Li; Zhaopeng Tu (AAAI, 2020)

How Does Selective Mechanism Improve Self-Attention Networks? - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (ACL, 2020)

On the Inference Calibration of Neural Machine Translation. - Shuo Wang 013; Zhaopeng Tu; Shuming Shi 001; Yang Liu 005 (ACL, 2020)

VN Network: Embedding Newly Emerging Entities with Virtual Neighbors. - Yongquan He; Zihan Wang 002; Peng Zhang 002; Zhaopeng Tu; Zhaochun Ren (CIKM, 2020)

Context-Aware Cross-Attention for Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Di Wu; Dacheng Tao; Zhaopeng Tu (COLING, 2020)

EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation. - Qintong Li; Hongshen Chen; Zhaochun Ren; Pengjie Ren; Zhaopeng Tu; Zhumin Chen (COLING, 2020)

Rethinking the Value of Transformer Components. - Wenxuan Wang 001; Zhaopeng Tu (COLING, 2020)

Emotion Classification by Jointly Learning to Lexiconize and Classify. - Deyu Zhou; Shuangzhi Wu; Qing Wang; Jun Xie; Zhaopeng Tu; Mu Li 001 (COLING, 2020)

Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation. - Wenxiang Jiao; Xing Wang 007; Shilin He; Irwin King; Michael R. Lyu; Zhaopeng Tu (EMNLP (1), 2020)

On the Sparsity of Neural Machine Translation Models. - Yong Wang 032; Longyue Wang; Victor O. K. Li; Zhaopeng Tu (EMNLP (1), 2020)

On the Sub-Layer Functionalities of Transformer Decoder. - Yilin Yang; Longyue Wang; Shuming Shi 001; Prasad Tadepalli; Stefan Lee; Zhaopeng Tu (EMNLP (Findings), 2020)

Auxiliary Template-Enhanced Generative Compatibility Modeling. - Jinhuan Liu; Xuemeng Song; Zhaochun Ren; Liqiang Nie; Zhaopeng Tu; Jun Ma 001 (IJCAI, 2020)

DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded Conversation. - Chuan Meng; Pengjie Ren; Zhumin Chen; Weiwei Sun 001; Zhaochun Ren; Zhaopeng Tu; Maarten de Rijke (SIGIR, 2020)

Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task. - Longyue Wang; Zhaopeng Tu; Xing Wang 007; Li Ding; Liang Ding 006; Shuming Shi 001 (WMT@EMNLP, 2020)

Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (WMT@EMNLP, 2020)

Tencent Neural Machine Translation Systems for the WMT20 News Translation Task. - Shuangzhi Wu; Xing Wang 007; Longyue Wang; Fangxu Liu; Jun Xie; Zhaopeng Tu; Shuming Shi 001; Mu Li 001 (WMT@EMNLP, 2020)

Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models. - Shilin He; Xing Wang 007; Shuming Shi 001; Michael R. Lyu; Zhaopeng Tu (CoRR, 2020)

Robust Dialogue Utterance Rewriting as Sequence Tagging. - Jie Hao; Linfeng Song; Liwei Wang 009; Kun Xu 005; Zhaopeng Tu; Dong Yu 001 (CoRR, 2020)

Exploiting deep representations for natural language processing. - Zi-Yi Dou; Xing Wang 007; Shuming Shi 001; Zhaopeng Tu (Neurocomputing, 2020)

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ACL/IJCNLP (1), 2021)

Progressive Multi-Granularity Training for Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ACL/IJCNLP (Findings), 2021)

Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation. - Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Shuming Shi 001; Michael R. Lyu; Irwin King (ACL/IJCNLP (1), 2021)

On the Copying Behaviors of Pre-Training for Neural Machine Translation. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (ACL/IJCNLP (Findings), 2021)

On the Language Coverage Bias for Neural Machine Translation. - Shuo Wang 013; Zhaopeng Tu; Zhixing Tan; Shuming Shi 001; Maosong Sun 001; Yang Liu 005 (ACL/IJCNLP (Findings), 2021)

On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (EMNLP (Findings), 2021)

RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. - Jie Hao; Linfeng Song; Liwei Wang 009; Kun Xu 005; Zhaopeng Tu; Dong Yu 001 (EMNLP (1), 2021)

Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Zhaopeng Tu (ICLR, 2021)

Understanding and Improving Lexical Choice in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ICLR, 2021)

Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. - Cunxiao Du; Zhaopeng Tu; Jing Jiang (ICML, 2021)

Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation. - Yongchang Hao; Shilin He; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu; Xing Wang 007 (NAACL-HLT, 2021)

Tencent Translation System for the WMT21 News Translation Task. - Longyue Wang; Mu Li 001; Fangxu Liu; Shuming Shi 001; Zhaopeng Tu; Xing Wang 007; Shuangzhi Wu; Jiali Zeng; Wen Zhang (WMT@EMNLP, 2021)

Tencent AI Lab Machine Translation Systems for the WMT21 Biomedical Translation Task. - Xing Wang 007; Zhaopeng Tu; Shuming Shi 001 (WMT@EMNLP, 2021)

TranSmart: A Practical Interactive Machine Translation System. - Guoping Huang; Lemao Liu; Xing Wang 007; Longyue Wang; Huayang Li; Zhaopeng Tu; Chengyan Huang; Shuming Shi 001 (CoRR, 2021)

Language Models are Good Translators. - Shuo Wang 013; Zhaopeng Tu; Zhixing Tan; Wenxuan Wang 001; Maosong Sun 001; Yang Liu 005 (CoRR, 2021)

On the diversity of multi-head attention. - Jian Li 054; Xing Wang 007; Zhaopeng Tu; Michael R. Lyu (Neurocomputing, 2021)

Context-aware Self-Attention Networks for Natural Language Processing. - Baosong Yang; Longyue Wang; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (Neurocomputing, 2021)

Attending From Foresight: A Novel Attention Mechanism for Neural Machine Translation. - Xintong Li; Lemao Liu; Zhaopeng Tu; Guanlin Li; Shuming Shi 001; Max Q.-H. Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Shuming Shi 001; Dacheng Tao; Zhaopeng Tu (ACL (1), 2022)

Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation. - Zhiwei He 002; Xing Wang 007; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (ACL (1), 2022)

Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation. - Wenxuan Wang 001; Wenxiang Jiao; Yongchang Hao; Xing Wang 007; Shuming Shi 001; Zhaopeng Tu; Michael R. Lyu (ACL (1), 2022)

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. - Cunxiao Du; Zhaopeng Tu; Longyue Wang; Jing Jiang (COLING, 2022)

Adapters for Enhanced Modeling of Multilingual Knowledge and Text. - Yifan Hou; Wenxiang Jiao; Meizhen Liu 001; Carl Allen; Zhaopeng Tu; Mrinmaya Sachan (EMNLP (Findings), 2022)

A Template-based Method for Constrained Neural Machine Translation. - Shuo Wang 013; Peng Li 030; Zhixing Tan; Zhaopeng Tu; Maosong Sun 001; Yang Liu 005 (EMNLP, 2022)

GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. - Mingzhou Xu; Longyue Wang; Derek F. Wong; Hongye Liu; Linfeng Song; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2022)

Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task. - Zhiwei He 002; Xing Wang 007; Zhaopeng Tu; Shuming Shi 001; Rui Wang 015 (WMT, 2022)

Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages. - Wenxiang Jiao; Zhaopeng Tu; Jiarui Li; Wenxuan Wang 001; Jen-tse Huang 001; Shuming Shi 001 (WMT, 2022)

Learning to refine source representations for neural machine translation. - Xinwei Geng; Longyue Wang; Xing Wang 007; Mingtao Yang; Xiaocheng Feng; Bing Qin 001; Zhaopeng Tu (Int. J. Mach. Learn. Cybern., 2022)

Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation. - Wenxiang Jiao; Xing Wang 007; Shilin He; Zhaopeng Tu; Irwin King; Michael R. Lyu (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

A Survey on Zero Pronoun Translation. - Longyue Wang; Siyou Liu; Mingzhou Xu; Linfeng Song; Shuming Shi 001; Zhaopeng Tu (ACL (1), 2023)

Revisiting Non-Autoregressive Translation at Scale. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (ACL (Findings), 2023)

Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation. - Jinhui Ye; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu (EACL, 2023)

ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback. - Wenxiang Jiao; Jen-tse Huang 001; Wenxuan Wang 001; Zhiwei He 002; Tian Liang; Xing Wang 007; Shuming Shi 001; Zhaopeng Tu (EMNLP (Findings), 2023)

Document-Level Machine Translation with Large Language Models. - Longyue Wang; Chenyang Lyu; Tianbo Ji; Zhirui Zhang; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2023)

Cross-modality Data Augmentation for End-to-End Sign Language Translation. - Jinhui Ye; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Hui Xiong (EMNLP (Findings), 2023)

Towards a Unified Training for Levenshtein Transformer. - Kangjie Zheng; Longyue Wang; Zhihao Wang; Binqi Chen; Ming Zhang 004; Zhaopeng Tu (ICASSP, 2023)

The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks. - Yichao Du; Zhengsheng Guo; Jinchuan Tian; Zhirui Zhang; Xing Wang; Jianwei Yu; Zhaopeng Tu; Tong Xu 001; Enhong Chen (IWSLT@ACL, 2023)

Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs. - Longyue Wang; Zhaopeng Tu; Yan Gu; Siyou Liu; Dian Yu 001; Qingsong Ma; Chenyang Lyu; Liting Zhou; Chao-Hong Liu; Yufeng Ma; Weiyu Chen; Yvette Graham; et al. (WMT, 2023)

Is ChatGPT A Good Translator? A Preliminary Study. - Wenxiang Jiao; Wenxuan Wang 001; Jen-tse Huang 001; Xing Wang 007; Zhaopeng Tu (CoRR, 2023)

ParroT: Translating During Chat Using Large Language Models. - Wenxiang Jiao; Jen-tse Huang 001; Wenxuan Wang 001; Xing Wang 007; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration. - Chenyang Lyu; Minghao Wu; Longyue Wang; Xinting Huang; Bingshuai Liu; Zefeng Du; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling. - Longyue Wang; Zefeng Du; Donghuai Liu; Deng Cai 002; Dian Yu 001; Haiyun Jiang; Yan Wang 060; Leyang Cui; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench. - Jen-tse Huang 001; Man Ho Lam; Eric John Li; Shujie Ren; Wenxuan Wang 001; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (CoRR, 2023)

All Languages Matter: On the Multilingual Safety of Large Language Models. - Wenxuan Wang 001; Zhaopeng Tu; Chang Chen; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (CoRR, 2023)

Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench. - Jen-tse Huang 001; Wenxuan Wang 001; Eric John Li; Man Ho Lam; Shujie Ren; Youliang Yuan; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (CoRR, 2023)

A Comprehensive Study of GPT-4V's Multimodal Capabilities in Medical Imaging. - Yingshu Li; Yunyi Liu; Zhanyu Wang; Xinyu Liang; Lingqiao Liu; Lei Wang 001; Leyang Cui; Zhaopeng Tu; Longyue Wang; Luping Zhou (CoRR, 2023)

Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models. - Tian Liang; Zhiwei He 002; Jen-tse Huang 001; Wenxuan Wang 001; Wenxiang Jiao; Rui Wang 015; Yujiu Yang; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (CoRR, 2023)

Search-engine-augmented dialogue response generation with cheaply supervised query production. - Ante Wang; Linfeng Song; Qi Liu 049; Haitao Mi; Longyue Wang; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (Artif. Intell., 2023)

A benchmark dataset and evaluation methodology for Chinese zero pronoun translation. - Mingzhou Xu; Longyue Wang; Siyou Liu; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (Lang. Resour. Evaluation, 2023)

Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models. - Wenxuan Wang 001; Wenxiang Jiao; Jingyuan Huang; Ruyi Dai; Jen-tse Huang 001; Zhaopeng Tu; Michael R. Lyu (ACL (1), 2024)

All Languages Matter: On the Multilingual Safety of LLMs. - Wenxuan Wang 001; Zhaopeng Tu; Chang Chen; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (ACL (Findings), 2024)

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models. - Zhiwei He 002; Binglin Zhou; Hongkun Hao; Aiwei Liu; Xing Wang 007; Zhaopeng Tu; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 2024)

Unsupervised Sign Language Translation and Generation. - Zhengsheng Guo; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Rui Wang 015; Kehai Chen; Zhaopeng Tu; Yong Xu 001; Min Zhang 005 (ACL (Findings), 2024)

Addressing Entity Translation Problem via Translation Difficulty and Context Diversity. - Tian Liang; Xing Wang 007; Mingming Yang; Yujiu Yang; Shuming Shi 001; Zhaopeng Tu (ACL (Findings), 2024)

Benchmarking and Improving Long-Text Translation with Large Language Models. - Longyue Wang; Zefeng Du; Wenxiang Jiao; Chenyang Lyu; Jianhui Pang; Leyang Cui; Kaiqiang Song; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (ACL (Findings), 2024)

Revisiting the Markov Property for Machine Translation. - Cunxiao Du; Hao Zhou 012; Zhaopeng Tu; Jing Jiang 001 (EACL (Findings), 2024)

On the Cultural Gap in Text-to-Image Generation. - Bingshuai Liu; Longyue Wang; Chenyang Lyu; Yong Zhang 034; Jinsong Su; Shuming Shi 001; Zhaopeng Tu (ECAI, 2024)

Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy. - Yan Liu; Longyue Wang; Zhaopeng Tu; Deyi Xiong (ECAI, 2024)

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate. - Tian Liang; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Yan Wang 060; Rui Wang 015; Yujiu Yang; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2024)

On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs. - Jen-tse Huang 001; Wenxuan Wang 001; Eric John Li; Man Ho Lam; Shujie Ren; Youliang Yuan; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (ICLR, 2024)

GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher. - Youliang Yuan; Wenxiang Jiao; Wenxuan Wang 001; Jen-tse Huang 001; Pinjia He; Shuming Shi 001; Zhaopeng Tu (ICLR, 2024)

GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. - Cunxiao Du; Jing Jiang 001; Yuanchen Xu; Jiawei Wu 003; Sicheng Yu; Yongqi Li 001; Shenggui Li; Kai Xu; Liqiang Nie; Zhaopeng Tu; Yang You (ICML, 2024)

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. - Zhanyu Wang; Longyue Wang; Zhen Zhao 001; Minghao Wu; Chenyang Lyu; Huayang Li; Deng Cai 002; Luping Zhou; Shuming Shi 001; Zhaopeng Tu (ACM Multimedia, 2024)

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. - Zhiwei He 002; Xing Wang 007; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (NAACL-HLT, 2024)

Benchmarking LLMs via Uncertainty Quantification. - Fanghua Ye 001; Mingming Yang; Jianhui Pang; Longyue Wang; Derek F. Wong; Emine Yilmaz; Shuming Shi 001; Zhaopeng Tu (NeurIPS, 2024)

NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates. - Hexuan Deng; Wenxiang Jiao; Xuebo Liu 002; Min Zhang 005; Zhaopeng Tu (NeurIPS, 2024)

Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans. - Jen-tse Huang 001; Man Ho Lam; Eric John Li; Shujie Ren; Wenxuan Wang 001; Wenxiang Jiao; Zhaopeng Tu; Michael R. Lyu (NeurIPS, 2024)

Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation. - Longyue Wang; Siyou Liu; Chenyang Lyu; Wenxiang Jiao; Xing Wang 007; Jiahao Xu; Zhaopeng Tu; Yan Gu; Weiyu Chen; Minghao Wu; Liting Zhou; Philipp Koehn; et al. (WMT, 2024)

The Earth is Flat? Unveiling Factual Errors in Large Language Models. - Wenxuan Wang 001; Juluan Shi; Zhaopeng Tu; Youliang Yuan; Jen-tse Huang 001; Wenxiang Jiao; Michael R. Lyu (CoRR, 2024)

How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments. - Jen-tse Huang 001; Eric John Li; Man Ho Lam; Tian Liang; Wenxuan Wang 001; Youliang Yuan; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Michael R. Lyu (CoRR, 2024)

On the Information Redundancy in Non-Autoregressive Translation. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (CoRR, 2024)

CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration. - Xinming Hou; Mingming Yang; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Wayne Xin Zhao (CoRR, 2024)

Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step. - Wenxuan Wang 001; Kuiyi Gao; Zihan Jia; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Shuai Wang 011; Wenxiang Jiao; Zhaopeng Tu (CoRR, 2024)

DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization. - Hexuan Deng; Wenxiang Jiao; Xuebo Liu 002; Min Zhang 005; Zhaopeng Tu (CoRR, 2024)

Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative Decoding. - Ziyin Zhang; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Rui Wang 015; Zhaopeng Tu (CoRR, 2024)

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability. - Zicheng Lin; Tian Liang; Jiahao Xu; Xing Wang; Ruilin Luo; Chufan Shi; Siheng Li; Yujiu Yang; Zhaopeng Tu (CoRR, 2024)

Teaching LLMs to Refine with Tools. - Dian Yu 001; Yuheng Zhang; Jiahao Xu; Tian Liang; Linfeng Song; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

Exploring Human-Like Translation Strategy with Large Language Models. - Zhiwei He 002; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Yujiu Yang; Rui Wang 015; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (Trans. Assoc. Comput. Linguistics, 2024)

Understanding and Mitigating the Uncertainty in Zero-Shot Translation. - Wenxuan Wang 001; Wenxiang Jiao; Shuo Wang 013; Zhaopeng Tu; Michael R. Lyu (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing. - Wenxuan Wang 001; Kuiyi Gao; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Shuai Wang 001; Wenxiang Jiao; Zhaopeng Tu (ACL (Findings), 2025)

Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs. - Wenxuan Wang 001; Xiaoyuan Liu; Kuiyi Gao; Jen-tse Huang 001; Youliang Yuan; Pinjia He; Shuai Wang 011; Zhaopeng Tu (ACL (1), 2025)

DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization. - Hexuan Deng; Wenxiang Jiao; Xuebo Liu 002; Jing Li; Min Zhang 005; Zhaopeng Tu (ACL (1), 2025)

Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch. - Yuyang Ding; Xinyu Shi; Xiaobo Liang; Juntao Li; Zhaopeng Tu; Qiaoming Zhu; Min Zhang 005 (ACL (1), 2025)

Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs. - Xiaoyuan Liu; Wenxuan Wang 001; Youliang Yuan; Jen-tse Huang 001; Qiuzhi Liu; Pinjia He; Zhaopeng Tu (ACL (1), 2025)

Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. - Ante Wang; Linfeng Song; Ye Tian; Dian Yu 001; Haitao Mi; Xiangyu Duan; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (ACL (1), 2025)

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. - Mengru Wang; Ziwen Xu; Shengyu Mao; Shumin Deng; Zhaopeng Tu; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training. - Youliang Yuan; Wenxiang Jiao; Wenxuan Wang 001; Jen-tse Huang 001; Jiahao Xu; Tian Liang; Pinjia He; Zhaopeng Tu (ACL (1), 2025)

Competing Large Language Models in Multi-Agent Gaming Environments. - Jen-tse Huang 001; Eric John Li; Man Ho Lam; Tian Liang; Wenxuan Wang 001; Youliang Yuan; Wenxiang Jiao; Xing Wang 007; Zhaopeng Tu; Michael R. Lyu (ICLR, 2025)

Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models. - Yongxin Guo; Zhenglin Cheng; Xiaoying Tang 002; Zhaopeng Tu; Tao Lin (ICLR, 2025)

RaSA: Rank-Sharing Low-Rank Adaptation. - Zhiwei He 002; Zhaopeng Tu; Xing Wang 007; Xingyu Chen; Zhijie Wang; Jiahao Xu; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015 (ICLR, 2025)

On the shortcut learning in multilingual neural machine translation. - Wenxuan Wang 001; Wenxiang Jiao; Jen-tse Huang 001; Zhaopeng Tu; Michael R. Lyu (Neurocomputing, 2025)

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models. - Jianhui Pang; Fanghua Ye 001; Derek Fai Wong; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu; Longyue Wang (Trans. Assoc. Comput. Linguistics, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

VisFactor: Benchmarking Fundamental Visual Cognition in Multimodal Large Language Models. - Jen-tse Huang 001; Dasen Dai; Jen-Yuan Huang; Youliang Yuan; Xiaoyuan Liu; Wenxuan Wang 001; Wenxiang Jiao; Pinjia He; Zhaopeng Tu (CoRR, 2025)

The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. - Ke Ji; Jiahao Xu; Tian Liang; Qiuzhi Liu; Zhiwei He 002; Xingyu Chen; Xiaoyuan Liu; Zhijie Wang; Junying Chen; Benyou Wang; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement. - Ruihan Yang; Fanghua Ye 004; Jian Li; Siyu Yuan; Yikai Zhang; Zhaopeng Tu; Xiaolong Li; Deqing Yang (CoRR, 2025)

Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. - Yansi Li; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Qiuzhi Liu; Rui Wang 015; Zhuosheng Zhang 001; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains. - Yi Su 006; Dian Yu 001; Linfeng Song; Juntao Li; Haitao Mi; Zhaopeng Tu; Min Zhang 005; Dong Yu 001 (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning. - Jiaqi Chen; Bang Zhang; Ruotian Ma; Peisong Wang; Xiaodan Liang; Zhaopeng Tu; Xiaolong Li; Kwan-Yee K. Wong (CoRR, 2025)

Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models. - Bang Zhang; Ruotian Ma; Qingxuan Jiang; Peisong Wang; Jiaqi Chen; Zheng Xie; Xingyu Chen; Yue Wang; Fanghua Ye 004; Jian Li; Yifan Yang; Zhaopeng Tu; et al. (CoRR, 2025)

VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization. - Mingxiao Li 004; Na Su; Fang Qu; Zhizhou Zhong; Ziyang Chen; Yuan Li; Zhaopeng Tu; Xiaolong Li (CoRR, 2025)

Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards. - Xiaoyuan Liu; Tian Liang; Zhiwei He 002; Jiahao Xu; Wenxuan Wang 001; Pinjia He; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. - Mengru Wang; Xingyu Chen; Yue Wang; Zhiwei He 002; Jiahao Xu; Tian Liang; Qiuzhi Liu; Yunzhi Yao; Wenxuan Wang 001; Ruotian Ma; Haitao Mi; Ningyu Zhang 001; et al. (CoRR, 2025)

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. - Ziyin Zhang; Jiahao Xu; Zhiwei He 002; Tian Liang; Qiuzhi Liu; Yansi Li; Linfeng Song; Zhengwen Liang; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents. - Peisong Wang; Ruotian Ma; Bang Zhang; Xingyu Chen; Zhiwei He 002; Kang Luo; Qingsong Lv; Qingxuan Jiang; Zheng Xie; Shanyi Wang; Yuan Li; Fanghua Ye 004; et al. (CoRR, 2025)

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards. - Cheng Liu; Yifei Lu; Fanghua Ye 004; Jian Li; Xingyu Chen; Feiliang Ren; Zhaopeng Tu; Xiaolong Li (CoRR, 2025)

RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents. - Zijing Zhang; Ziyang Chen; Mingxiao Li; Zhaopeng Tu; Xiaolong Li (CoRR, 2025)