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个人简介

哈尔滨工业大学计算机科学与技术学院教授、博士生导师;语言技术研究中心主任、哈工大自然语言处理研究所副所长;中国中文信息学会自然语言生成与智能写作专委会秘书长、中国计算机学会自然语言处理专委会委员、中国人工智能学会教育工作委员会委员。先后主持(或作为核心骨干承担)17项国家自然科学基金、国家863计划等国家级项目、4项省部级科研项目以及多项国际横向合作项目的研究,先后获得省部级科技奖励5项。

研究领域

机器翻译、自然语言生成、信息检索

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Hui Huang, Shuangzhi Wu, Kehai Chen, Xinnian Liang, Hui Di, Muyun Yang, Tiejun Zhao: Multi-view fusion for universal translation quality estimation. Inf. Fusion 102: 102022 (2024) Hailong Cao, Liguo Li, Conghui Zhu, Muyun Yang, Tiejun Zhao: Dual Word Embedding for Robust Unsupervised Bilingual Lexicon Induction. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2606-2615 (2023) Hui Huang, Shuangzhi Wu, Kehai Chen, Hui Di, Muyun Yang, Tiejun Zhao: Improving Translation Quality Estimation with Bias Mitigation. ACL (1) 2023: 2175-2190 Hui Huang, Shuangzhi Wu, Xinnian Liang, Zefan Zhou, Muyun Yang, Tiejun Zhao: Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation. ACL (Findings) 2023: 13294-13301 Hui Huang, Shuangzhi Wu, Xinnian Liang, Bing Wang, Yanrui Shi, Peihao Wu, Muyun Yang, Tiejun Zhao: Towards Making the Most of LLM for Translation Quality Estimation. NLPCC (1) 2023: 375-386 Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang, Zhoujun Li, Chao Bian: Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models. CoRR abs/2303.10893 (2023) Kai Yan, Tiejun Zhao, Muyun Yang: BCGL: Binary Classification-Based Graph Layout. IEICE Trans. Inf. Syst. 105-D(9): 1610-1619 (2022) Kai Yan, Tiejun Zhao, Muyun Yang: GRAPHULY: GRAPH U-Nets-Based Multi-Level Graph LaYout. IEICE Trans. Inf. Syst. 105-D(12): 2135-2138 (2022) Kehai Chen, Muyun Yang, Tiejun Zhao, Min Zhang: Data-Driven Fuzzy Target-Side Representation for Intelligent Translation System. IEEE Trans. Fuzzy Syst. 30(11): 4568-4577 (2022) Muyun Yang, Kehai Chen, Shuqi Sun, Zhongyuan Han, Leilei Kong, Qingye Meng: A Pattern Driven Graph Ranking Approach to Attribute Extraction for Knowledge Graph. IEEE Trans. Ind. Informatics 18(2): 1250-1259 (2022) Binhuan Yuan, Yueyang Li, Kehai Chen, Hao Lu, Muyun Yang, Hailong Cao: An Improved Multi-task Approach to Pre-trained Model Based MT Quality Estimation. CCMT 2022: 106-116 Kehai Chen, Muyun Yang, Masao Utiyama, Eiichiro Sumita, Rui Wang, Min Zhang: Effective Graph Context Representation for Document-level Machine Translation. IJCAI 2022: 4079-4085 Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang: Grammar-Based Patches Generation for Automated Program Repair. ACL/IJCNLP (Findings) 2021: 1300-1305 Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao, Muyun Yang, Hai Zhao: Towards More Diverse Input Representation for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1586-1597 (2020) Muyun Yang, Shujie Liu, Kehai Chen, Hongyang Zhang, Enbo Zhao, Tiejun Zhao: A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation. IEEE Trans. Fuzzy Syst. 28(5): 992-1002 (2020) Zhenyu Zhao, Shuangzhi Wu, Muyun Yang, Kehai Chen, Tiejun Zhao: Robust Machine Reading Comprehension by Learning Soft labels. COLING 2020: 2754-2759 Leilei Kong, Zhongyuan Han, Haoliang Qi, Muyun Yang: Source Retrieval Model Focused on Aggregation for plagiarism detection. Inf. Sci. 503: 336-350 (2019) Muyun Yang, Xixin Hu, Hao Xiong, Jiayi Wang, Yiliyaer Jiaermuhamaiti, Zhongjun He, Weihua Luo, Shujian Huang: CCMT 2019 Machine Translation Evaluation Report. CCMT 2019: 105-128 Huanqin Wu, Muyun Yang, Jiaqi Wang, Junguo Zhu, Tiejun Zhao: Target Oriented Data Generation for Quality Estimation of Machine Translation. NLPCC (1) 2019: 393-405 Xiaoning Zhu, Muyun Yang, Tiejun Zhao, Conghui Zhu: Minimum Bayes-Risk Phrase Table Pruning for Pivot-Based Machine Translation in Internet of Things. IEEE Access 6: 55754-55764 (2018) Kehai Chen, Tiejun Zhao, Muyun Yang: Syntax-Based Context Representation for Statistical Machine Translation. IEICE Trans. Inf. Syst. 101-D(12): 3226-3237 (2018) Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu, Akihiro Tamura, Rui Wang, Masao Utiyama, Eiichiro Sumita: A Neural Approach to Source Dependence Based Context Model for Statistical Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 26(2): 266-280 (2018) Bing Xu, Jingjing Zhao, Huaxing Shi, Muyun Yang: An Intention Domain Classification Method Based on Concept Map and Language Model. ICNC-FSKD 2018: 184-189 Jingyi Ma, Muyun Yang, Haoyong Wang, Conghui Zhu, Bing Xu: A Study on Corpus Content Display and IP Protection. ICPCSEE (2) 2018: 108-119 Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu: Translation Prediction with Source Dependency-Based Context Representation. AAAI 2017: 3166-3172 Kees van Deemter, Le Sun, Rint Sybesma, Xiao Li, Chen Bo, Muyun Yang: Investigating the content and form of referring expressions in Mandarin: introducing the Mtuna corpus. INLG 2017: 213-217 Yahui Li, Muyun Yang, Tiejun Zhao, Dequan Zheng, Sheng Li: An Empirical Study on Incorporating Prior Knowledge into BLSTM Framework in Answer Selection. NLPCC 2017: 683-692 Junguo Zhu, Muyun Yang, Tiejun Zhao, Sheng Li: Global Source-Aware Statistical Post-Editing for General MT: Sentence Specification via Pseudo-Feedback. J. Inf. Sci. Eng. 32(6): 1697-1710 (2016) Di Liu, Conghui Zhu, Tiejun Zhao, Xiaoxue Wang, Muyun Yang: Pivot-Based Semantic Splicing for Neural Machine Translation. CWMT 2016: 14-24 Junguo Zhu, Muyun Yang, Sheng Li, Tiejun Zhao: Learning Bilingual Sentence Representations for Quality Estimation of Machine Translation. CWMT 2016: 35-42 Peng Chen, Bing Xu, Muyun Yang, Sheng Li: Clause sentiment identification based on convolutional neural network with context embedding. ICNC-FSKD 2016: 1532-1538 Junguo Zhu, Muyun Yang, Sheng Li, Tiejun Zhao: Sentence-Level Paraphrasing for Machine Translation System Combination. ICYCSEE (1) 2016: 612-620 Fangying Wu, Muyun Yang, Tiejun Zhao, Zhongyuan Han, Dequan Zheng, Shanshan Zhao: A Hybrid Approach to DBQA. NLPCC/ICCPOL 2016: 926-933 Muyun Yang, Shujie Liu: Machine Translation - 12th China Workshop, CWMT 2016, Urumqi, China, August 25-26, 2016, Revised Selected Papers. Communications in Computer and Information Science 668, Springer 2016, ISBN 978-981-10-3634-7 [contents] Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou, Sheng Li: Hierarchical Recurrent Neural Network for Document Modeling. EMNLP 2015: 899-907 Hongyang Zhang, Muyun Yang, Tiejun Zhao: Exploring hybrid character-words representational unit in Classical-to-Modern Chinese machine translation. IALP 2015: 33-36 Rui Lin, Muyun Yang, Shujie Liu, Sheng Li, Tiejun Zhao: A Maximum Entropy Approach to Discourse Coherence Modeling. NLPCC 2015: 3-11 Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang: Learning Topic Representation for SMT with Neural Networks. ACL (1) 2014: 133-143 Haitao Xing, Muyun Yang, Haoliang Qi, Sheng Li, Tiejun Zhao: Mining Parallel Corpus from Sina Microblog. IALP 2013: 99-102 Zhihang Fan, Muyun Yang, Tiejun Zhao, Sheng Li: A Tentative Study on Language Model Based Solution to Multiple Choice of CET-4. IALP 2013: 261-264 Muyun Yang, Junguo Zhu, Sheng Li, Tiejun Zhao: Fusion of Word and Letter Based Metrics for Automatic MT Evaluation. IJCAI 2013: 2204-2210 Shuqi Sun, Ke Sun, Shiqi Zhao, Haifeng Wang, Muyun Yang, Sheng Li: A Hierarchical Semantics-Aware Distributional Similarity Scheme. IJCNLP 2013: 596-604 Junguo Zhu, Muyun Yang, Sheng Li, Tiejun Zhao: Repairing Incorrect Translation with Examples. IJCNLP 2013: 967-971 Zhongyuan Han, Xuwei Li, Muyun Yang, Haoliang Qi, Sheng Li: Feature Analysis in Microblog Retrieval Based on Learning to Rank. NLPCC 2013: 410-416 Xiaochun Wang, Muyun Yang, Haoliang Qi, Sheng Li, Tiejun Zhao: Adaptive Weighting Approach to Context-Sensitive Retrieval Model. AIRS 2012: 417-426 Yu Zhang, Muyun Yang, Xi Chen, Sheng Li, Tiejun Zhao: A tentative study on rule based metaphor identification. FSKD 2012: 910-914 Jia Yao, Muyun Yang, Junmao Meng, Dongqing Xiao, Tiejun Zhao, Sheng Li: How Good is Web Based MT: A Case Study on Paper Title Translation. IALP 2012: 213-216 Xuwei Li, Muyun Yang, Haoliang Qi, Sheng Li, Zhongyuan Han: An empirical study on query expansion and documentexpans ion in information retrieval. ICMLC 2012: 1963-1967 Yong Han, Haoliang Qi, Muyun Yang: F-score-like measure: A new measure for spam filtering. ICMLC 2012: 2047-2051 Zhongyuan Han, Xuwei Li, Muyun Yang, Haoliang Qi, Sheng Li, Tiejun Zhao: HIT at TREC 2012 Microblog Track. TREC 2012 Muyun Yang, Shu-Qi Sun, Junguo Zhu, Sheng Li, Tiejun Zhao, Xiaoning Zhu: Improvement of Machine Translation Evaluation by Simple Linguistically Motivated Features. J. Comput. Sci. Technol. 26(1): 57-67 (2011) Shu-Qi Sun, Shiqi Zhao, Muyun Yang, Haifeng Wang, Sheng Li: Harvesting Related Entities with a Search Engine. IJCNLP 2011: 1019-1027 Dongqing Xiao, Haoliang Qi, Jingbin Gao, Zhongyuan Han, Muyun Yang, Sheng Li: HIT2 Joint NLP Lab at the NTCIR-9 Intent Task. NTCIR 2011 Daren Li, Muyun Yang, Haoliang Qi, Sheng Li, Tiejun Zhao: Reexamination on Potential for Personalization in Web Search. COLING (Posters) 2010: 701-709 Shu-Qi Sun, Sheng Li, Muyun Yang, Haoliang Qi, Tiejun Zhao: Utilizing Variability of Time and Term Content, within and across Users in Session Detection. COLING (Posters) 2010: 1203-1210 Junguo Zhu, Muyun Yang, Bo Wang, Sheng Li, Tiejun Zhao: All in Strings: a Powerful String-based Automatic MT Evaluation Metric with Multiple Granularities. COLING (Posters) 2010: 1533-1540 Haoliang Qi, Xiaoning He, Yong Han, Muyun Yang, Sheng Li: Information Theory Based Feature Valuing for Logistic Regression for Spam Filtering. IALP 2010: 166-169 Yong Han, Xiaoning He, Muyun Yang, Haoliang Qi, Chao Song: Chinese Spam Filter Based on Relaxed Online Support Vector Machine. IALP 2010: 185-188 Jingbin Gao, Muyun Yang, Sheng Li, Tiejun Zhao, Haoliang Qi: Improve Search by Optimization or Personalization, A Case Study in Sogou Log. IALP 2010: 231-234 Chen Chen, Muyun Yang, Sheng Li, Tiejun Zhao, Haoliang Qi: Predicting query potential for personalization, classification or regression? SIGIR 2010: 725-726 Haoliang Qi, Muyun Yang, Xiaoning He, Sheng Li: Re-examination on lam% in spam filtering. SIGIR 2010: 757-758 Daren Li, Muyun Yang, Sheng Li, Tiejun Zhao: An Examination on Emergence from Social Behavior: A Case in Information Retrieval. ICSI (2) 2010: 523-530 Bo Wang, Tiejun Zhao, Muyun Yang, Sheng Li: Discover Linguistic Patterns in Parsed Corpus with Frequent Subrtree Mining. WKDD 2010: 86-89 Hongfei Jiang, Muyun Yang, Tiejun Zhao, Sheng Li, Bo Wang: A Statistical Machine Translation Model Based on a Synthetic Synchronous Grammar. ACL/IJCNLP (2) 2009: 125-128 Xiaoning He, Haoliang Qi, Peidong Wang, Muyun Yang, Guohua Lei, Yong Xue: HIT2Lab at CLEF: an Exploration of the TEL Task. CLEF (Working Notes) 2009 Bo Wang, Tiejun Zhao, Muyun Yang, Hongfei Jiang, Sheng Li: Stability vs. Effectiveness: Improved Sentence-Level Combination of Machine Translation Based on Weighted MBR. IALP 2009: 39-42 Chao Song, Muyun Yang, Haoliang Qi, Sheng Li: A Kappa Measurement of Query Consistency and Its Application. IALP 2009: 299-303 Zhitao Zhang, Muyun Yang, Sheng Li, Haoliang Qi, Chao Song: Sogou Query Log Analysis: A Case Study for Collaborative Recommendation or Personalized IR. IALP 2009: 304-307 Muyun Yang, Zhenyong Shi, Sheng Li, Tiejun Zhao, Haoliang Qi: Ranking vs. Classification: A Case Study in Mining Organization Name Translation from Snippets. IALP 2009: 308-313 Yong Han, Muyun Yang, Haoliang Qi, Xiaoning He, Sheng Li: The Improved Logistic Regression Models for Spam Filtering. IALP 2009: 314-317 Yong Han, Yu Li, Xiaoning He, Muyun Yang, Guohua Lei: Automatic Acquisition of Large-Scale Academic Bilingual Parallel Corpus from the Web. IALP 2009: 318-321 Bo Wang, Tiejun Zhao, Muyun Yang, Sheng Li: References Extension for the Automatic Evaluation of MT by Syntactic Hybridization. SSST@HLT-NAACL 2009: 37-44 Hongfei Jiang, Sheng Li, Muyun Yang, Tiejun Zhao: A Study of Translation Rule Classification for Syntax-based Statistical Machine Translation. SSST@HLT-NAACL 2009: 45-50 Haoliang Qi, Xiaoning He, Muyun Yang, Jun Li, Guohua Lei, Zhongyuan Han, Sheng Li: Online Linear Discriminative Learning for Spam Filter. FSKD (2) 2008: 306-309 Muyun Yang, Hongfei Jiang, Tiejun Zhao, Sheng Li, Daxin Liu: Domain Sensitive Chinese-English Example Based Machine Translation. FSKD (2) 2008: 453-456 Chen Chen, Sheng Li, Haoliang Qi, Muyun Yang, Tiejun Zhao: Research on Hybrid Index for Chinese IR. FSKD (4) 2008: 606-610 Muyun Yang, Junguo Zhu, Jufeng Li, Lixin Wang, Haoliang Qi, Sheng Li, Daxin Liu: Extending BLEU Evaluation Method with Linguistic Weight. ICYCS 2008: 1683-1688 Muyun Yang, Lixin Wang, Haoliang Qi, Tiejun Zhao, Sheng Li: A Reflective Learning Model to Computer Undergraduates. ICYCS 2008: 2427-2431 Muyun Yang, Shujie Liu, Lei Wang, Sheng Li, Jufeng Li, Tiejun Zhao, Haoliang Qi: An EMD Based Approach to Transliteration Unit Alignment between English and Chinese. ISCSLP 2008: 277-280 Xiaoning He, Peidong Wang, Haoliang Qi, Muyun Yang, Guohua Lei, Yong Xue: Using Google Translation in Cross-Lingual Information Retrieval. NTCIR 2008 Junguo Zhu, Haoliang Qi, Muyun Yang, Jufeng Li, Sheng Li: Patent SMT Based on Combined Phrases for NTCIR-7. NTCIR 2008 Yin Chen, Muyun Yang, Sheng Li: Maximum Entropy Model for Example-Based Machine Translation. Int. J. Comput. Process. Orient. Lang. 20(2/3): 101-113 (2007) Pengyuan Liu, Tiejun Zhao, Muyun Yang: HIT-WSD: Using Search Engine for Multilingual Chinese-English Lexical Sample Task. SemEval@ACL 2007: 169-172 Yong-Zeng Xue, Sheng Li, Muyun Yang, Tiejun Zhao: Research on IE-Driven Machine Translation. J. Chin. Lang. Comput. 16(3): 169-184 (2006) Yin Chen, Muyun Yang, Sheng Li, Hongfei Jiang: Feature Rich Translation Model for Example-Based Machine Translation. ICCPOL 2006: 355-362 Yong-Zeng Xue, Sheng Li, Tiejun Zhao, Muyun Yang, Jun Li: Bilingual Phrase Extraction from N-Best Alignments. ICICIC (3) 2006: 410-414 Muyun Yang, Hongfei Jiang, Tiejun Zhao, Sheng Li: Construct Trilingual Parallel Corpus on Demand. ISCSLP 2006: 760-767 Xiwu Han, Tiejun Zhao, Muyun Yang: FML-Based SCF Predefinition Learning for Chinese Verbs. IJCNLP 2004: 664-673 Muyun Yang, Tiejun Zhao, Haijie Liu, Xiaosheng Shi, Hongfei Jiang: Auto word alignment based Chinese-English EBMT. IWSLT 2004: 27-29 Yajuan Lü, Sheng Li, Tiejun Zhao, Muyun Yang: Learning Chinese Bracketing Knowledge Based on a Bilingual Language Model. COLING 2002 Xin Lv, Tiejun Zhao, Zhanyi Liu, Muyun Yang: Automatic Detection of Prosody Phrase Boundaries for Text-to-Speech System. IWPT 2001 Tiejun Zhao, Muyun Yang, Liping Qian, Gaolin Fang: Bilingual Dictionary Based Sentence Alignment for Chinese English Bitext. ICMI 2000: 253-259

学术兼职

中国计算机学会 高级会员 自然语言处理专委会 委员 YOCSEF 哈尔滨分论坛 主席(09-10)、副主席、学术秘书 中国中文信息学会 会员 自然语言生成与智能写作专委会 秘书长 计算语言学专委会 委员 机器翻译专委会 委员 信息检索专委会 委员 医疗健康与生物信息专委会 委员 中国人工智能学会 会员 教育工作委员会 委员 中文信息学报 编委 COLING 2022 领域主席(AC)、分会场主持(Session Chair) CCL 2022 语言资源领域 共同主席 CCMT 2022 全国机器翻译评测 共同主席 CCMT 2021 全国机器翻译评测 共同主席 AACL 2020 远程报告(Remote Presentation)共同主席 CCMT 2020 全国机器翻译评测 主席 CCMT 2019 全国机器翻译评测 主席 CCL-NLBD 2018 语言资源领域 共同主席 CCMT 2016 程序委员会 主席 NLPCC 2015 机器翻译领域 共同主席

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