Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004. - Ruihua Song; Ji-Rong Wen; Shuming Shi 001; Guomao Xin; Tie-Yan Liu; Tao Qin 001; Xin Zheng; Jiyu Zhang; Gui-Rong Xue; Wei-Ying Ma (TREC, 2004)

Title extraction from bodies of HTML documents and its application to web page retrieval. - Yunhua Hu; Guomao Xin; Ruihua Song; Guoping Hu; Shuming Shi 001; Yunbo Cao; Hang Li 001 (SIGIR, 2005)

Gravitation-based model for information retrieval. - Shuming Shi 001; Ji-Rong Wen; Qing Yu; Ruihua Song; Wei-Ying Ma (SIGIR, 2005)

Pseudo-anchor text extraction for searching vertical objects. - Shuming Shi 001; Fei Xing; Mingjie Zhu; Zaiqing Nie; Ji-Rong Wen (CIKM, 2006)

Exploring URL Hit Priors for Web Search. - Ruihua Song; Guomao Xin; Shuming Shi 001; Ji-Rong Wen; Wei-Ying Ma (ECIR, 2006)

Effective top-k computation in retrieving structured documents with term-proximity support. - Mingjie Zhu; Shuming Shi 001; Mingjing Li; Ji-Rong Wen (CIKM, 2007)

Improve Ranking by Using Image Information. - Qing Yu; Shuming Shi 001; Zhiwei Li 006; Ji-Rong Wen; Wei-Ying Ma (ECIR, 2007)

Web object retrieval. - Zaiqing Nie; Yunxiao Ma; Shuming Shi 001; Ji-Rong Wen; Wei-Ying Ma (WWW, 2007)

Web page title extraction and its application. - Yewei Xue; Yunhua Hu; Guomao Xin; Ruihua Song; Shuming Shi 001; Yunbo Cao; Chin-Yew Lin; Hang Li 001 (Inf. Process. Manag., 2007)

Pattern-based semantic class discovery with multi-membership support. - Shuming Shi 001; Xiaokang Liu; Ji-Rong Wen (CIKM, 2008)

Can phrase indexing help to process non-phrase queries? - Mingjie Zhu; Shuming Shi 001; Nenghai Yu; Ji-Rong Wen (CIKM, 2008)

Improving relevance judgment of web search results with image excerpts. - Zhiwei Li 006; Shuming Shi 001; Lei Zhang 001 (WWW, 2008)

Employing Topic Models for Pattern-based Semantic Class Discovery. - Huibin Zhang; Mingjie Zhu; Shuming Shi 001; Ji-Rong Wen (ACL/IJCNLP, 2009)

Nonlinear static-rank computation. - Shuming Shi 001; Bin Lu; Yunxiao Ma; Ji-Rong Wen (CIKM, 2009)

Microsoft Research Asia at the Web Track of TREC 2009. - Zhicheng Dou; Kun Chen; Ruihua Song; Yunxiao Ma; Shuming Shi 001; Ji-Rong Wen (TREC, 2009)

Effective top-k computation with term-proximity support. - Mingjie Zhu; Shuming Shi 001; Mingjing Li; Ji-Rong Wen (Inf. Process. Manag., 2009)

Efficient term proximity search with term-pair indexes. - Hao Yan; Shuming Shi 001; Fan Zhang 092; Torsten Suel; Ji-Rong Wen (CIKM, 2010)

Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches. - Shuming Shi 001; Huibin Zhang; Xiaojie Yuan; Ji-Rong Wen (COLING, 2010)

Revisiting globally sorted indexes for efficient document retrieval. - Fan Zhang 092; Shuming Shi 001; Hao Yan; Ji-Rong Wen (WSDM, 2010)

Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining. - Fan Zhang 092; Shuming Shi 001; Jing Liu 022; Shuqi Sun; Chin-Yew Lin (ACL, 2011)

Overview of NTCIR-9 RITE: Recognizing Inference in TExt. - Hideki Shima 001; Hiroshi Kanayama; Cheng-Wei Lee 001; Chuan-Jie Lin; Teruko Mitamura; Yusuke Miyao; Shuming Shi 001; Koichi Takeda 002 (NTCIR, 2011)

Ensemble Semantics for Large-scale Unsupervised Relation Extraction. - Bonan Min; Shuming Shi 001; Ralph Grishman; Chin-Yew Lin (EMNLP-CoNLL, 2012)

Towards Large-Scale Unsupervised Relation Extraction from the Web. - Bonan Min; Shuming Shi 001; Ralph Grishman; Chin-Yew Lin (Int. J. Semantic Web Inf. Syst., 2012)

Overview of the Recognizing Inference in Text (RITE-2) at NTCIR-10. - Yotaro Watanabe; Yusuke Miyao; Junta Mizuno; Tomohide Shibata; Hiroshi Kanayama; Cheng-Wei Lee 001; Chuan-Jie Lin; Shuming Shi 001; Teruko Mitamura; Noriko Kando; Hideki Shima 001; Kohichi Takeda (NTCIR, 2013)

Improving Context and Category Matching for Entity Search. - Yueguo Chen; Lexi Gao; Shuming Shi 001; Xiaoyong Du 001; Ji-Rong Wen (AAAI, 2014)

Unsupervised Template Mining for Semantic Category Understanding. - Lei Shi 015; Shuming Shi 001; Chin-Yew Lin; Yi-Dong Shen; Yong Rui (EMNLP, 2014)

Automatically Solving Number Word Problems by Semantic Parsing and Reasoning. - Shuming Shi 001; Yuehui Wang; Chin-Yew Lin; Xiaojiang Liu; Yong Rui (EMNLP, 2015)

How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation. - Danqing Huang; Shuming Shi 001; Chin-Yew Lin; Jian Yin 001; Wei-Ying Ma (ACL (1), 2016)

Learning Fine-Grained Expressions to Solve Math Word Problems. - Danqing Huang; Shuming Shi 001; Chin-Yew Lin; Jian Yin 001 (EMNLP, 2017)

Deep Neural Solver for Math Word Problems. - Yan Wang 060; Xiaojiang Liu; Shuming Shi 001 (EMNLP, 2017)

Improving Sequence-to-Sequence Constituency Parsing. - Lemao Liu; Muhua Zhu; Shuming Shi 001 (AAAI, 2018)

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

Automatic Article Commenting: the Task and Dataset. - Lianhui Qin; Lemao Liu; Victoria Bi; Yan Wang 060; Xiaojiang Liu; Zhiting Hu; Hai Zhao; Shuming Shi 001 (ACL (2), 2018)

hyperdoc2vec: Distributed Representations of Hypertext Documents. - Jialong Han; Yan Song 003; Wayne Xin Zhao; Shuming Shi 001; Haisong Zhang (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)

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. - Juntao Li; Yan Song 003; Haisong Zhang; Dongmin Chen; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

QuaSE: Sequence Editing under Quantifiable Guidance. - Yi Liao; Lidong Bing; Piji Li; Shuming Shi 001; Wai Lam; Tong Zhang 001 (EMNLP, 2018)

Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method. - Yahui Liu; Wei Bi; Jun Gao; Xiaojiang Liu; Jian Yao 002; Shuming Shi 001 (EMNLP, 2018)

Complementary Learning of Word Embeddings. - Yan Song 003; Shuming Shi 001 (IJCAI, 2018)

Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks. - Yan Song 003; Shuming Shi 001; Jing Li 049 (IJCAI, 2018)

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

Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings. - Yan Song 003; Shuming Shi 001; Jing Li 049; Haisong Zhang (NAACL-HLT (2), 2018)

Incorporating Pseudo-Parallel Data for Quantifiable Sequence Editing. - Yi Liao; Lidong Bing; Piji Li; Shuming Shi 001; Wai Lam; Tong Zhang 001 (CoRR, 2018)

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

A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems. - Jing Li 049; Yan Song 003; Haisong Zhang; Shuming Shi 001 (CoRR, 2018)

Language Style Transfer from Sentences with Arbitrary Unknown Styles. - Yanpeng Zhao; Wei Bi; Deng Cai 002; Xiaojiang Liu; Kewei Tu; 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 Remember Translation History with a Continuous Cache. - Zhaopeng Tu; Yang Liu 005; Shuming Shi 001; Tong Zhang 001 (Trans. Assoc. Comput. Linguistics, 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)

Generating Multiple Diverse Responses for Short-Text Conversation. - Jun Gao; Wei Bi; Xiaojiang Liu; Junhui Li; Shuming Shi 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)

Graph Based Translation Memory for Neural Machine Translation. - Mengzhou Xia; Guoping Huang; Lemao Liu; Shuming Shi 001 (AAAI, 2019)

Fine-Grained Sentence Functions for Short-Text Conversation. - Wei Bi; Jun Gao; Xiaojiang Liu; Shuming Shi 001 (ACL (1), 2019)

On the Word Alignment from Neural Machine Translation. - Xintong Li; Guanlin Li; Lemao Liu; Max Meng; Shuming Shi 001 (ACL (1), 2019)

Topic-Aware Neural Keyphrase Generation for Social Media Language. - Yue Wang 034; Jing Li 049; Hou Pong Chan; Irwin King; Michael R. Lyu; Shuming Shi 001 (ACL (1), 2019)

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

A Discrete CVAE for Response Generation on Short-Text Conversation. - Jun Gao; Wei Bi; Xiaojiang Liu; Junhui Li; Guodong Zhou; 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)

Semi-supervised Text Style Transfer: Cross Projection in Latent Space. - Mingyue Shang; Piji Li; Zhenxin Fu; Lidong Bing; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 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)

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)

Understanding and Improving Hidden Representations for Neural Machine Translation. - Guanlin Li; Lemao Liu; Xintong Li; Conghui Zhu; Tiejun Zhao; Shuming Shi 001 (NAACL-HLT (1), 2019)

Microblog Hashtag Generation via Encoding Conversation Contexts. - Yue Wang 034; Jing Li 049; Irwin King; Michael R. Lyu; Shuming Shi 001 (NAACL-HLT (1), 2019)

CASE: Context-Aware Semantic Expansion. - Jialong Han; Aixin Sun; Haisong Zhang; Chenliang Li; Shuming Shi 001 (AAAI, 2020)

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)

Balancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation. - Tianxiang Zhao 001; Lemao Liu; Guoping Huang; Huayang Li; Yingling Liu; Guiquan Liu; Shuming Shi 001 (AAAI, 2020)

Evaluating Explanation Methods for Neural Machine Translation. - Jierui Li; Lemao Liu; Huayang Li; Guanlin Li; Guoping Huang; Shuming Shi 001 (ACL, 2020)

Rigid Formats Controlled Text Generation. - Piji Li; Haisong Zhang; Xiaojiang Liu; Shuming Shi 001 (ACL, 2020)

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

On the Branching Bias of Syntax Extracted from Pre-trained Language Models. - Huayang Li; Lemao Liu; Guoping Huang; Shuming Shi 001 (EMNLP (Findings), 2020)

The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. - Zibo Lin; Deng Cai 002; Yan Wang 060; Xiaojiang Liu; Haitao Zheng 002; Shuming Shi 001 (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)

When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models. - Changlong Yu; Jialong Han; Peifeng Wang; Yangqiu Song; Hongming Zhang 009; Wilfred Ng; Shuming Shi 001 (EMNLP (1), 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)

Detecting and Understanding Generalization Barriers for Neural Machine Translation. - Guanlin Li; Lemao Liu; Conghui Zhu; Tiejun Zhao; Shuming Shi 001 (CoRR, 2020)

Understanding Learning Dynamics for Neural Machine Translation. - Conghui Zhu; Guanlin Li; Lemao Liu; Tiejun Zhao; Shuming Shi 001 (CoRR, 2020)

Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection. - Zibo Lin; Deng Cai 002; Yan Wang 060; Xiaojiang Liu; Hai-Tao Zheng 002; Shuming Shi 001 (CoRR, 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)

Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport. - Zelong Yang 002; Zhufeng Pan; Yan Wang 060; Deng Cai 002; Shuming Shi 001; Shao-Lun Huang; Xiaojiang Liu (CoRR, 2020)

Predicting Events in MOBA Games: Dataset, Attribution, and Evaluation. - Zelong Yang 002; Yan Wang 060; Piji Li; Shaobin Lin; Shuming Shi 001; Shao-Lun Huang (CoRR, 2020)

TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis. - Haisong Zhang; Lemao Liu; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Jianchen Zhu; Xiao Feng; Tao Chen; et al. (CoRR, 2020)

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

Enhancing the Open-Domain Dialogue Evaluation in Latent Space. - Zhangming Chan; Lemao Liu; Juntao Li; Haisong Zhang; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 001 (ACL/IJCNLP (Findings), 2021)

REAM$ sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. - Jun Gao; Wei Bi; Ruifeng Xu 001; Shuming Shi 001 (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)

Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction. - Piji Li; Shuming Shi 001 (ACL/IJCNLP (1), 2021)

GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation. - Huayang Li; Lemao Liu; Guoping Huang; Shuming Shi 001 (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)

TexSmart: A System for Enhanced Natural Language Understanding. - Lemao Liu; Haisong Zhang; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Dick Zhu; Xiao Feng; Tao Chen; et al. (ACL (demo), 2021)

Dialogue Response Selection with Hierarchical Curriculum Learning. - Yixuan Su; Deng Cai 002; Qingyu Zhou; Zibo Lin; Simon Baker; Yunbo Cao; Shuming Shi 001; Nigel Collier; Yan Wang 060 (ACL/IJCNLP (1), 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)

An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing. - Yi Chen 019; Haiyun Jiang; Lemao Liu; Shuming Shi 001; Chuang Fan; Min Yang 007; Ruifeng Xu 001 (EMNLP (1), 2021)

Frontmatter. - Heike Adel; Shuming Shi 001 (EMNLP (Demos), 2021)

Segmenting Natural Language Sentences via Lexical Unit Analysis. - Yangming Li; Lemao Liu; Shuming Shi 001 (EMNLP (Findings), 2021)

Fine-grained Entity Typing without Knowledge Base. - Jing Qian; Yibin Liu; Lemao Liu; Yangming Li; Haiyun Jiang; Haisong Zhang; Shuming Shi 001 (EMNLP (1), 2021)

Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition. - Yangming Li; Lemao Liu; Shuming Shi 001 (ICLR, 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)

REAM#: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. - Jun Gao; Wei Bi; Ruifeng Xu 001; Shuming Shi 001 (CoRR, 2021)

Rethinking Negative Sampling for Unlabeled Entity Problem in Named Entity Recognition. - Yangming Li; Lemao Liu; Shuming Shi 001 (CoRR, 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)

Detecting Source Contextual Barriers for Understanding Neural Machine Translation. - Guanlin Li; Lemao Liu; Conghui Zhu; Rui Wang 015; Tiejun Zhao; Shuming Shi 001 (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)

Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing. - Yi Chen 019; Jiayang Cheng; Haiyun Jiang; Lemao Liu; Haisong Zhang; Shuming Shi 001; Ruifeng Xu 001 (ACL (1), 2022)

A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. - Yu Cao 014; Wei Bi; Meng Fang; Shuming Shi 001; Dacheng Tao (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)

Rethinking Negative Sampling for Handling Missing Entity Annotations. - Yangming Li; Lemao Liu; Shuming Shi 001 (ACL (1), 2022)

Exploring and Adapting Chinese GPT to Pinyin Input Method. - Minghuan Tan; Yong Dai 001; Duyu Tang; Zhangyin Feng; Guoping Huang; Jing Jiang 001; Jiwei Li; Shuming Shi 001 (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)

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics. - Jiannan Xiang; Huayang Li; Yahui Liu; Lemao Liu; Guoping Huang; Defu Lian; Shuming Shi 001 (ACL (Findings), 2022)

BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation. - Yanling Xiao; Lemao Liu; Guoping Huang; Qu Cui; Shujian Huang; Shuming Shi 001; Jiajun Chen 001 (ACL (1), 2022)

MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation. - Yi Chen 019; Haiyun Jiang; Lemao Liu; Rui Wang 092; Shuming Shi 001; Ruifeng Xu 001 (EMNLP (Findings), 2022)

On the Evaluation Metrics for Paraphrase Generation. - Lingfeng Shen; Lemao Liu; Haiyun Jiang; Shuming Shi 001 (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)

Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. - Xueliang Zhao; Lemao Liu; Tingchen Fu; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

On Synthetic Data for Back Translation. - Jiahao Xu 001; Yubin Ruan; Wei Bi; Guoping Huang; Shuming Shi 001; Lihui Chen 001; Lemao Liu (NAACL-HLT, 2022)

Recent Advances in Retrieval-Augmented Text Generation. - Deng Cai 002; Yan Wang 060; Lemao Liu; Shuming Shi 001 (SIGIR, 2022)

Findings of the Word-Level AutoCompletion Shared Task in WMT 2022. - Francisco Casacuberta; George Foster; Guoping Huang; Philipp Koehn; Geza Kovacs; Lemao Liu; Shuming Shi 001; Taro Watanabe; Chengqing Zong (WMT, 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)

Rethink Stealthy Backdoor Attacks in Natural Language Processing. - Lingfeng Shen; Haiyun Jiang; Lemao Liu; Shuming Shi 001 (CoRR, 2022)

Revisiting the Evaluation Metrics of Paraphrase Generation. - Lingfeng Shen; Haiyun Jiang; Lemao Liu; Shuming Shi 001 (CoRR, 2022)

One Model, Multiple Tasks: Pathways for Natural Language Understanding. - Duyu Tang; Fan Zhang 092; Yong Dai 001; Cong Zhou; Shuangzhi Wu; Shuming Shi 001 (CoRR, 2022)

Efficient Sub-structured Knowledge Distillation. - Wenye Lin; Yangming Li; Lemao Liu; Shuming Shi 001; Hai-Tao Zheng 002 (CoRR, 2022)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zenglin Xu; Shuming Shi 001 (CoRR, 2022)

Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors. - Cong Zhou; Yong Dai 001; Duyu Tang; Enbo Zhao; Zhangyin Feng; Li Kuang; Shuming Shi 001 (CoRR, 2022)

One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code. - Yong Dai 001; Duyu Tang; Liangxin Liu; Minghuan Tan; Cong Zhou; Jingquan Wang; Zhangyin Feng; Fan Zhang 092; Xueyu Hu; Shuming Shi 001 (CoRR, 2022)

Effidit: Your AI Writing Assistant. - Shuming Shi 001; Enbo Zhao; Duyu Tang; Yan Wang 060; Piji Li; Wei Bi; Haiyun Jiang; Guoping Huang; Leyang Cui; Xinting Huang; Cong Zhou; Yong Dai 001; et al. (CoRR, 2022)

Interpretable Real-Time Win Prediction for Honor of Kings - A Popular Mobile MOBA Esport. - Zelong Yang 002; Zhufeng Pan; Yan Wang 060; Deng Cai 002; Shuming Shi 001; Shao-Lun Huang; Wei Bi; Xiaojiang Liu (IEEE Trans. Games, 2022)

Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning. - Hongzhan Lin 001; Pengyao Yi; Jing Ma 004; Haiyun Jiang; Ziyang Luo; Shuming Shi 001; Ruifang Liu (AAAI, 2023)

Effidit: An Assistant for Improving Writing Efficiency. - Shuming Shi 001; Enbo Zhao; Wei Bi; Deng Cai 002; Leyang Cui; Xinting Huang; Haiyun Jiang; Duyu Tang; Kaiqiang Song; Longyue Wang; Chenyan Huang; Guoping Huang; et al. (ACL (demo), 2023)

Enhancing Grammatical Error Correction Systems with Explanations. - Yuejiao Fei; Leyang Cui; Sen Yang 005; Wai Lam; Zhenzhong Lan; Shuming Shi 001 (ACL (1), 2023)

Improved Visual Story Generation with Adaptive Context Modeling. - Zhangyin Feng; Yuchen Ren 005; Xinmiao Yu; Xiaocheng Feng; Duyu Tang; Shuming Shi 001; Bing Qin 001 (ACL (Findings), 2023)

Rethinking Translation Memory Augmented Neural Machine Translation. - Hongkun Hao; Guoping Huang; Lemao Liu; Zhirui Zhang; Shuming Shi 001; Rui Wang 015 (ACL (Findings), 2023)

Explicit Syntactic Guidance for Neural Text Generation. - Yafu Li; Leyang Cui; Jianhao Yan; Yongjing Yin; Wei Bi; Shuming Shi 001; Yue Zhang 004 (ACL (1), 2023)

Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function. - Mingyang Song; Haiyun Jiang; Lemao Liu; Shuming Shi 001; Liping Jing (ACL (Findings), 2023)

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

Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation. - Guoxin Yu; Lemao Liu; Haiyun Jiang; Shuming Shi 001; Xiang Ao 001 (ACL (Findings), 2023)

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation. - Xueliang Zhao; Tingchen Fu; Lemao Liu; Lingpeng Kong; Shuming Shi 001; Rui Yan 001 (ACL (Findings), 2023)

RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. - Yue Zhang 004; Leyang Cui; Enbo Zhao; Wei Bi; Shuming Shi 001 (EMNLP, 2023)

Rethinking Word-Level Auto-Completion in Computer-Aided Translation. - Xingyu Chen; Lemao Liu; Guoping Huang; Zhirui Zhang; Mingming Yang; Shuming Shi 001; Rui Wang 015 (EMNLP, 2023)

IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems. - Xu Huang; Zhirui Zhang; Ruize Gao; Yichao Du; Lemao Liu; Guoping Huang; Shuming Shi 001; Jiajun Chen 001; Shujian Huang (EMNLP, 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)

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration. - Fanqi Wan; Xinting Huang; Tao Yang 033; Xiaojun Quan; Wei Bi; Shuming Shi 001 (EMNLP, 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)

Retrieval-Augmented Few-shot Text Classification. - Guoxin Yu; Lemao Liu; Haiyun Jiang; Shuming Shi 001; Xiang Ao 001 (EMNLP (Findings), 2023)

Skillnet-NLG: General-Purpose Natural Language Generation with a Sparsely Activated Approach. - Junwei Liao; Duyu Tang; Fan Zhang 092; Shuming Shi 001 (ICASSP, 2023)

A Simple Yet Effective Approach to Structured Knowledge Distillation. - Wenye Lin; Yangming Li; Lemao Liu; Shuming Shi 001; Hai-Tao Zheng 002 (ICASSP, 2023)

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study. - Yi Chen 019; Rui Wang 092; Haiyun Jiang; Shuming Shi 001; Ruifeng Xu 001 (IJCNLP (Findings), 2023)

MarkBERT: Marking Word Boundaries Improves Chinese BERT. - Linyang Li; Yong Dai 001; Duyu Tang; Xipeng Qiu; Zelin Xu; Shuming Shi 001 (NLPCC (1), 2023)

Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model. - Lingfeng Shen; Haiyun Jiang; Lemao Liu; Shuming Shi 001 (RepL4NLP@ACL, 2023)

Findings of the Word-Level AutoCompletion Shared Task in WMT 2023. - Lemao Liu; Francisco Casacuberta; George Foster; Guoping Huang; Philipp Koehn; Geza Kovacs; Shuming Shi 001; Taro Watanabe; Chengqing Zong (WMT, 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 Keyphrase Generator? A Preliminary Study. - Mingyang Song; Haiyun Jiang; Shuming Shi 001; Songfang Yao; Shilong Lu; Yi Feng; Huafeng Liu 001; Liping Jing (CoRR, 2023)

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: A Preliminary Empirical Study. - Yi Chen 019; Rui Wang 092; Haiyun Jiang; Shuming Shi 001; Ruifeng Xu 001 (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)

A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement. - Lingfeng Shen; Haiyun Jiang; Lemao Liu; Shuming Shi 001 (CoRR, 2023)

Deepfake Text Detection in the Wild. - Yafu Li; Qintong Li; Leyang Cui; Wei Bi; Longyue Wang; Linyi Yang; Shuming Shi 001; Yue Zhang 004 (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)

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. - Yue Zhang 004; Yafu Li; Leyang Cui; Deng Cai 002; Lemao Liu; Tingchen Fu; Xinting Huang; Enbo Zhao; Yu Zhang 092; Yulong Chen 001; Longyue Wang; Anh Tuan Luu; et al. (CoRR, 2023)

TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design. - Yongrui Chen 002; Haiyun Jiang; Xinting Huang; Shuming Shi 001; Guilin Qi (CoRR, 2023)

A Benchmark for Text Expansion: Datasets, Metrics, and Baselines. - Yi Chen 019; Haiyun Jiang; Wei Bi; Rui Wang 092; Longyue Wang; Shuming Shi 001; Ruifeng Xu 001 (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)

When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding and Reasoning. - Qihang Ai; Jianwu Zhou; Haiyun Jiang; Lemao Liu; Shuming Shi 001 (CoRR, 2023)

Emage: Non-Autoregressive Text-to-Image Generation. - Zhangyin Feng; Runyi Hu; Liangxin Liu; Fan Zhang 092; Duyu Tang; Yong Dai 001; Xiaocheng Feng; Jiwei Li; Bing Qin 001; Shuming Shi 001 (CoRR, 2023)

Predicting Events in MOBA Games: Prediction, Attribution, and Evaluation. - Zelong Yang 002; Yan Wang 060; Piji Li; Shaobin Lin; Shuming Shi 001; Shao-Lun Huang; Wei Bi (IEEE Trans. Games, 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)

Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models. - Qihang Ai; Jiafan Li; Jincheng Dai; Jianwu Zhou; Lemao Liu; Haiyun Jiang; Shuming Shi 001 (ACL (1), 2024)

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. - Tingchen Fu; Deng Cai 002; Lemao Liu; Shuming Shi 001; Rui Yan 001 (ACL (Findings), 2024)

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. - Huayang Li; Siheng Li; Deng Cai 002; Longyue Wang; Lemao Liu; Taro Watanabe; Yujiu Yang; Shuming Shi 001 (ACL (Findings), 2024)

MAGE: Machine-generated Text Detection in the Wild. - Yafu Li; Qintong Li; Leyang Cui; Wei Bi; Zhilin Wang; Longyue Wang; Linyi Yang; Shuming Shi 001; Yue Zhang 004 (ACL (1), 2024)

Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text. - Yafu Li; Zhilin Wang; Leyang Cui; Wei Bi; Shuming Shi 001; Yue Zhang 004 (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)

Reasons to Reject? Aligning Language Models with Judgments. - Weiwen Xu; Deng Cai 002; Zhisong Zhang; Wai Lam; Shuming Shi 001 (ACL (Findings), 2024)

A Frustratingly Simple Decoding Method for Neural Text Generation. - Haoran Yang; Deng Cai 002; Huayang Li; Wei Bi; Wai Lam; Shuming Shi 001 (LREC/COLING, 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)

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. - Sen Yang 005; Leyang Cui; Deng Cai 002; Xinting Huang; Shuming Shi 001; Wai Lam (EMNLP (Findings), 2024)

Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability. - Tsz Ting Chung; Leyang Cui; Lemao Liu; Xinting Huang; Shuming Shi 001; Dit-Yan Yeung (EMNLP (Findings), 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)

Knowledge Verification to Nip Hallucination in the Bud. - Fanqi Wan; Xinting Huang; Leyang Cui; Xiaojun Quan; Wei Bi; Shuming Shi 001 (EMNLP, 2024)

SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills. - Zhangyin Feng; Yong Dai 001; Fan Zhang 092; Duyu Tang; Xiaocheng Feng; Shuangzhi Wu; Bing Qin 001; Yunbo Cao; Shuming Shi 001 (ICASSP, 2024)

Retrieval is Accurate Generation. - Bowen Cao; Deng Cai 002; Leyang Cui; Xuxin Cheng; Wei Bi; Yuexian Zou; Shuming Shi 001 (ICLR, 2024)

The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. - Tingchen Fu; Lemao Liu; Deng Cai 002; Guoping Huang; Shuming Shi 001; Rui Yan 001 (ICLR, 2024)

Knowledge Fusion of Large Language Models. - Fanqi Wan; Xinting Huang; Deng Cai 002; Xiaojun Quan; Wei Bi; Shuming Shi 001 (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)

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)

DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping. - Yongrui Chen 002; Haiyun Jiang; Xinting Huang; Shuming Shi 001; Guilin Qi (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)

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving. - Chang Gao; Haiyun Jiang; Deng Cai 002; Shuming Shi 001; Wai Lam (NeurIPS, 2024)

Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models. - Shuming Shi 001; Enbo Zhao; Deng Cai 002; Leyang Cui; Xinting Huang; Huayang Li (CoRR, 2024)

Mitigating Hallucinations of Large Language Models via Knowledge Consistent Alignment. - Fanqi Wan; Xinting Huang; Leyang Cui; Xiaojun Quan; Wei Bi; Shuming Shi 001 (CoRR, 2024)

Sequence can Secretly Tell You What to Discard. - Jincheng Dai; Zhuowei Huang; Haiyun Jiang; Chen Chen; Deng Cai 002; Wei Bi; Shuming Shi 001 (CoRR, 2024)

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt. - Deng Cai 002; Huayang Li; Tingchen Fu; Siheng Li; Weiwen Xu; Shuaiyi Li; Bowen Cao; Zhisong Zhang; Xinting Huang; Leyang Cui; Yan Wang 060; Lemao Liu; 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)

An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation. - Cheng Yang 007; Guoping Huang; Mo Yu; Zhirui Zhang; Siheng Li; Mingming Yang; Shuming Shi 001; Yujiu Yang; Lemao Liu (Trans. Assoc. Comput. Linguistics, 2024)

Pretraining without wordpieces: learning over a vocabulary of millions of words. - Zhangyin Feng; Duyu Tang; Xiaocheng Feng; Cong Zhou; Junwei Liao; Shuangzhi Wu; Bing Qin 001; Yunbo Cao; Shuming Shi 001 (Int. J. Mach. Learn. Cybern., 2024)

Alleviating Hallucinations of Large Language Models through Induced Hallucinations. - Yue Zhang 004; Leyang Cui; Wei Bi; Shuming Shi 001 (NAACL (Findings), 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)