个人简历
个人简介Personal Profile福州大学计算机系学士，大连理工大学计算力学硕士，大连理工大学计算机应用技术博士。1988年12月硕士毕业后留校工作，曾在日本国立德岛大学任高级访问学者，主持开发过“孙悟空中日机器翻译系统”等系列商用软件，现为大连理工大学计算机学院教授、博导。长期专注于汉语和日语的自然语言处理研究，擅长词法分析、命名实体自动识别、短语自动识别、中日机器翻译、社交媒体文本处理等NLP研究。近年来围绕词向量、NLP深度学习、神经网络机器翻译等开展研究。 教育经历1994.4 2004.1 大连理工大学 计算机应用 博士1986.9 1988.12 大连理工大学 计算机应用 硕士1979.9 1982.7 福建省邵武市第一中学 无1982.9 1986.7 福州大学 计算机技术 学士工作经历2006.6 至今 大连理工大学 教授1997.8 2006.5 大连理工大学 副教授1991.12 1997.7 大连理工大学 讲师1989.3 1991.11 大连理工大学 助教专利 一种基于汉语简单名词短语的汉语最长名词短语识别方法 一种基于信息熵和术语可信度的金融领域术语识别方法 一种基于循环神经网络的中文人名识别方法 医生学术信息管理系统软件V1.0 一种基于滑动语义串匹配的句法分析方法 著作成果 机器翻译中的英语浅层句法分析 周惠巍(*) ，黄德根， 中文模糊限制信息检测研究，大连理工大学出版社， 150000，2017.02.27 科研项目 基于深度学习的句子相似度计算研究, 国家自然科学基金项目, 2016/08/18, 进行 Mining English-Chinese Named Entity Pairs Based on Multi-feature Integrated Models from Comparable Corpora, 2010/01/01, 完成 大学数字化校园建设软件移动模块开发, 2014/06/30-2015/06/29, 进行 多资源的摘要信息形成, 企事业单位委托科技项目, 2013/03/01-2013/12/31, 进行 多资源的摘要信息生成工具的开发, 2013/03/01-2013/12/31, 进行 多语言实用新型机器翻译方法的关键问题的探索, 2008/05/01-2009/03/01, 完成
研究领域
机器翻译自然语言处理文本知识挖掘与知识工程"研究领域 自然语言处理机器翻译机器学习"
近期论文
[1]Zhang, Yunxia,Huang, Degen,Lin, Hongmei,Zou, Li.Knowledge reasoning approach with linguistic-valued intuitionistic fuzzy credibility[J],INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS,2020,11(1):169-184 [2]He, Xinyu,Li, Lishuang,Song, Xingchen,Huang, Degen,Ren, Fuji.Multi-Level Attention Based BLSTM Neural Network for Biomedical Event Extraction[J],IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2019,E102D(9):1842-1850 [3]Huang, Degen,Pei, Jiahuan,Zhang, Cong,Huang, Kaiyu,Ma, Jianjun.Incorporating Prior Knowledge into Word Embedding for Chinese Word Similarity Measurement[J],ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATIONPROCESSING,2018,17(3) [4]张婧,黄德根,黄锴宇,刘壮,孟祥主.基于λ-主动学习方法的中文微博分词[J],清华大学学报(自然科学版),2018,03:260-265 [5]Zhang, Jing,Huang, Degen,Huang, Kaiyu,Liu, Zhuang,Ren, Fuji.Corpus Expansion for Neural CWS on Microblog-Oriented Data with lambda-Active Learning Approach[J],IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2018,E101D(3):778-785 [6]Liu, Xiao-Xia,Huang, De-Gen,Zhang, Shun-Miao.A distributional semantics based syntagmatic association measuring method[J],Journal of Information Hiding and Multimedia Signal Processing,2018,9(2):461-473 [7]Li, Lishuang,He, Xinyu,Zheng, Jieqiong,Huang, Degen,Ren, Fuji.An Active Transfer Learning Framework for Protein-Protein Interaction Extraction[J],IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2018,E101D(2):504-511 [8]马建军,黄德根.Recognition of Syntactic Relationship between Clauses Using CRFs[J],International Journal of Advanced Intelligence,2018,10(1):1-14 [9]张婧,黄锴宇,梁晨,黄德根.面向中文社交媒体语料的无监督新词识别研究[J],中文信息学报,2018,32(3):17-25,33 [10]周惠巍,杨云龙,宁时贤,刘壮,浪成堃,林英玉,黄德根.Combining Context and Knowledge Representations for Chemical-disease Relation Extraction[J],IEEE/ACM transactions on computational biology and bioinformatics,2018,2018 [11]Huang Degen,Zhang Jing,Huang Kaiyu.Automatic Microblog-Oriented Unknown Word Recognition with Unsupervised Method[J],CHINESE JOURNAL OF ELECTRONICS,2018,27(1,1):1-8 [12]马建军,黄德根.Syntactic parsing of clause constituents for statistical machine translation[J],International Journal of Computational Science and Engineering,2018,17(1):126-132 [13]Li, Lishuang,Wan, Jia,Huang, Degen.Biomedical Domain-Oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks[A],2018,10619:554-564 [14]Huang, Degen,Jiang, Zhenchao,Zou, Li,Li, Lishuang.Drug-drug interaction extraction from biomedical literature using support vector machine and long short term memory networks[J],INFORMATION SCIENCES,2017,415:100-109 [15]Sun, S.,Huang, D.,Zhang, J..Construction of the recognition model for trigger words of Chinese acupuncture and moxibustion events[J],Journal of Information Hiding and Multimedia Signal Processing,2017,8(6):1283-1293 [16]宋鼎新,黄德根.一种融合句法短语的汉英统计机器翻译方法[J],小型微型计算机系统,2017,38(10):2197-2201 [17]Liu, Xiaoxia,Huang, Degen.Translation oriented sentence level collocation identification and extraction[A],13th China Workshop on Machine Translation, CWMT 2017,2017,787:78-89 [18]Zhou, Huiwei,Yang, Yunlong,Liu, Zhuang,Lin, Yingyu,Zhu, Pengfei,Huang, Degen.Jointly learning bilingual sentiment and semantic representations for cross-language sentiment classification[A],23rd China conference on Information Retrieval, CCIR 2017,2017,10390 LNCS:149-160 [19]Zhou, Huiwei,Jia, Chen,Yang, Yunlong,Ning, Shixian,Lin, Yingyu,Huang, Degen.Combining large-scale unlabeled corpus and lexicon for Chinese polysemous word similarity computation[A],23rd China conference on Information Retrieval, CCIR 2017,2017,10390 LNCS:198-210 [20]蒋振超,李丽双,黄德根.基于词语关系的词向量模型[J],中文信息学报,2017,31(3):25-31 [21]田雪,黄德根.一种混合的汉语简单名词短语识别方法[J],小型微型计算机系统,2017,38(4):749-754 [22]李丽双,黄德根.Biomedical Domain-oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks[A],2017 [23]黄德根.Dual interaction model for machine comprehension[A],2017,387-397 [24]刘彤,黄德根,张聪.基于多模型融合的汉语介词短语识别[J],中文信息学报,2017,31(6):25-32 [25]Huang, D. G.,Guo, L.,Yang, H. Y.,Wei, X. P.,Jin, B..Chemical Medicine Classification Through Chemical Properties Analysis[J],IEEE ACCESS,2017,5:1618-1623 [26]张聪,裴家欢,黄锴宇,黄德根,殷章志.基于语义图优化算法的中文微博观点摘要研究[J],山东大学学报（理学版）,2017,52(7):59-65 [27]李丽双,蒋振超,万佳,黄德根.利用词表示和深层神经网络抽取蛋白质关系[J],中文信息学报,2017,31(1):31-40 [28]Dandan, Zhao,Degen, Huang,Yuzhe, Wang,Qiong, Wu,Ge, Zhao.The analysis and recognition of Chinese temporal expressions based on a mixtured model using statistics and rules[J],International Journal of Computational Science and Engineering,2017,15(1-2):153-161 [29]Liu, Zhuang,Huang, Degen,Zhang, Yunxia,Zhang, Chuan.A Hierarchical Iterative Attention Model for Machine Comprehension[A],NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2017,2017,10260:341-352 [30]Sun, Shuihua,Huang, Degen,Zhang, Jing.Research on entity relation extraction in TCM acupuncture and moxibustion field[J],Journal of Information Hiding and Multimedia Signal Processing,2017,8(2):358-367 [31]Zhang, Shun-Miao,Huang, Degen,Chu, Shu-Chuan,Sung, Tien-Wen,Wu, Tsu-Yang.An Adaptive ACO-Based Node Deployment Algorithm in Wireless Sensor Networks[J],JOURNAL OF INTERNET TECHNOLOGY,2017,18(5):1193-1202 [32]Liu, Zhuang,Huang, Degen,Huang, Kaiyu,Zhang, Jing.DIM Reader: Dual Interaction Model for Machine Comprehension[A],CHINESE COMPUTATIONAL LINGUISTICS AND NATURAL LANGUAGE PROCESSING BASEDON NATURALLY ANNOTATED BIG DATA, CCL 2017,2017,10565:387-397 [33]Li, Lishuang,Zheng, Jieqiong,Wan, Jia,Huang, Degen,Lin, Xiaohui.Biomedical Event Extraction via Long Short Term Memory Networks along Dynamic Extended Tree[A],IEEE International Conference on Bioinformatics and Biomedicine (IEEEBIBM),2016,739-742 [34]Li, Lishuang,Jiang, Zhenchao,Liu, Yang,Huang, Degen.Word Representation on Small Background Texts[A],5th National Conference on Social Media Processing (SMP),2016,669:143-150 [35]Li, Lishuang,Jin, Liuke,Jiang, Yuxin,Huang, Degen.Recognizing biomedical named entities based on the sentence vector/twin word embeddings conditioned bidirectional LSTM[A],15th China National Conference on Chinese Computational Linguistics, CCL 2016 and 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016,2016,10035 LNAI:165-176 [36]Zhou, Huiwei,Xu, Junli,Yang, Yunlong,Deng, Huijie,Chen, Long,Huang, Degen.Chinese hedge scope detection based on structure and semantic information[A],15th China National Conference on Chinese Computational Linguistics, CCL 2016 and 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016,2016,10035 LNAI:204-215 [37]Li, Lishuang,Qin, Meiyue,Huang, Degen.Biomedical Event Trigger Detection Based on Hybrid Methods Integrating Word Embeddings[A],1st China Conference on Knowledge Graph and Semantic Computing (CCKS),2016,650:67-79 [38]Zhang, Yunxia,Huang, Degen,Zou, Li,Wang, Ying.RESEARCH ON MODUS PONENS AND MODUS TOLLENS ON LINGUISTIC-VALUED INTUITIONISTIC FUZZY LATTICE IMPLICATION ALGEBRA[A],12th International Conference on Fuzzy Logic and IntelligentTechnologies in Nuclear Science (FLINS),2016,10:535-540 [39]Zhang, Y.,Huang, D.,Zou, L..Linguistic modus ponens and linguistic modus tollens with lattice order[J],ICIC Express Letters,2016,10(8):1965-1970 [40]Zhao, Qingchun,Yin, Hongxi,Shi, Wenbo,Huang, Degen,Liu, Fulai.Identification and suppression of the time delay signature of wavelength chaos[J],OPTICAL REVIEW,2016,23(4):689-694 [41]Li, Lishuang,Liu, Shanshan,Qin, Meiyue,Wang, Yiwen,Huang, Degen.Extracting Biomedical Event with Dual Decomposition Integrating Word Embeddings[J],IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS,2016,13(4):669-677 [42]Jiang, Zhenchao,Li, Lishuang,Huang, Degen.An Unsupervised Graph Based Continuous Word Representation Method for Biomedical Text Mining[J],IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS,2016,13(4):634-642 [43]Guo, Li,Jin, Bo,Yao, Cuili,Yang, Haoyu,Huang, Degen,Wang, Fei.Which Doctor to Trust: A Recommender System for Identifying the Right Doctors[J],JOURNAL OF MEDICAL INTERNET RESEARCH,2016,18(7) [44]Qin, Jie,Zhao, Qingchun,Xu, Dongjiao,Yin, Hongxi,Chang, Ying,Huang, Degen.Optical packet header identification utilizing an all-optical feedback chaotic reservoir computing[J],MODERN PHYSICS LETTERS B,2016,30(16) [45]牛萍,黄德根.TF-IDF与规则相结合的中文关键词自动抽取研究[J],小型微型计算机系统,2016,37(4):711-715 [46]Zhou, Huiwei,Deng, Huijie,Chen, Long,Yang, Yunlong,Jia, Chen,Huang, Degen.Exploiting syntactic and semantics information for chemical-disease relation extraction[J],DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION,2016,2016 [47]李丽双,何红磊,刘珊珊,黄德根.基于词表示方法的生物医学命名实体识别[J],小型微型计算机系统,2016,37(2):302-307 [48]王冠群,田雪,黄德根,张婧.中文微博观点句识别及要素抽取研究[J],数据采集与处理,2016,31(1):160-167 [49]黄德根,马建军.Combining word embedding and semantic lexicon for Chinese word similarity computation[A],2016,766-777 [50]黄德根,马建军.DUT-NLP-CH @ NTCIR-12 Temporalia Temporal Intent Disambiguation Subtask[A],2016,253-257 [51]孙水华,黄德根,牛萍.中医针灸领域术语自动抽取研究[J],中文信息学报,2016,30(3):118-124 [52]马建军,裴家欢,黄德根.CRFs融合语义信息的英语功能名词短语识别[J],中文信息学报,2016,30(6):59-66 [53]Jiang, Zhenchao,Li, Lishuang,Huang, Degen.A general protein-protein interaction extraction architecture based on word representation and feature selection[J],INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS,2016,14(3):276-291 [54]王丹丹,黄德根,高扬.基于音节划分及短语表优化的英汉人名音译研究[J],中文信息学报,2016,30(3):96-102 [55]李丽双,郭瑞,黄德根,周惠巍.基于迁移学习的蛋白质交互关系抽取[J],中文信息学报,2016,30(2):160-167 [56]Song, Ding-Xin,Huang, De-Gen,Li, Li-Shuang,He, Hong-Lei.Biomedical named entity recognition based on feature selection and word representations[J],Journal of Information Hiding and Multimedia Signal Processing,2016,7(4):729-740 [57]Song D.,Li L.,Jin L.,Huang D..Biomedical named entity recognition based on recurrent neural networks with different extended methods[A],2016,16(1):17-31 [58]Guo, Li,Jin, Bo,Yu, Ruiyun,Yao, Cuili,Sun, Chonglin,Huang, Degen.Multi Label Classification Methods for Green Computing and Application for Mobile Medical Recommendations[J],IEEE ACCESS,2016,4:3201-3209 [59]Song, Dingxin,Li, Lishuang,Jin, Liuke,Huang, Degen.Biomedical named entity recognition based on recurrent neural networks with different extended methods[J],INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS,2016,16(1):17-31 [60]韩霞,黄德根.基于半监督隐马尔科夫模型的汉语词性标注研究[J],小型微型计算机系统,2015,36(12):2813-2816[61]Zhou, Huiwei,Yang, Huan,Chen, Long,Liu, Zhenwei,Ma, Jianjun,Huang, Degen.Combining Feature-Based and Instance-Based Transfer Learning Approaches for Cross-Domain Hedge Detection with Multiple Sources[A],4th National Conference on Social Media Processing (SMP),2015,568:225-232 [62]桑乐园,黄德根.基于简单名词短语的汉语介词短语识别研究[J],中文信息学报,2015,29(6):8-12,22 [63]周惠巍,杨欢,张静,亢世勇,黄德根.中文模糊限制语语料库的研究与构建[J],中文信息学报,2015,29(6):83-89 [64]桑乐园,黄德根.基于简单名词短语的汉语介词短语识别研究[A],中国中文信息学会2015学术年会(CIPS2015)暨第十四届全国计算语言学学术会议(CCL2015)、第三届基于自然标注大数据的自然语言处理国际学术研讨会(NLP-NABD2015),2015,1-7 [65]Cao, Jingxiang,Li, Dan,Huang, Degen.A Three-Layered Collocation Extraction Tool and Its Application in China English Studies[A],14th China National Conference on Computational Linguistics (CCL) / 3rdInternational Symposium on Natural Language Processing Based onNaturally Annotated Big Data (NLP-NABD),2015,9427:38-49 [66]Li, Lishuang,Jin, Liuke,Huang, Degen.Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text[A],14th China National Conference on Computational Linguistics (CCL) / 3rdInternational Symposium on Natural Language Processing Based onNaturally Annotated Big Data (NLP-NABD),2015,9427:279-290 [67]Li, Lishuang,Zheng, Jieqiong,Song, Dingxin,Guo, Rui,Huang, Degen.Protein-Protein Interaction Extraction Based on Actively Transfer Learning[A],IEEE International Conference on Bioinformatics and Biomedicine,2015,1717-1717 [68]Jiang, Zhenchao,Li, Lishuang,Huang, Degen,Jin, Liuke.Training Word Embeddings for Deep Learning in Biomedical Text Mining Tasks[A],IEEE International Conference on Bioinformatics and Biomedicine,2015,625-628 [69]Li, Lishuang,Jin, Liuke,Jiang, Zhenchao,Song, Dingxin,Huang, Degen.Biomedical Named Entity Recognition Based on Extended Recurrent Neural Networks[A],IEEE International Conference on Bioinformatics and Biomedicine,2015,649-652 [70]Zhou H.,Deng H.,Yang H.,Huang D.,Li Y..Co-training for detecting hedges and their scope in biomedical texts[J],Journal of Computational Information Systems,2015,11(20):7387-7395 [71]Li, Dan,Cao, Jingxiang,Huang, Degen.A Hierachical Collocation Extraction Tool[A],IEEE 5th International Conference on Big Data and Cloud Computing(BDCloud),2015,51-55 [72]Zhou, Huiwei,Deng, Huijie,Huang, Degen,Zhu, Minling.Hedge Scope Detection in Biomedical Texts: An Effective Dependency-Based Method[J],PLOS ONE,2015,10(7):e0133715 [73]Zhou H.,Chen L.,Shi F.,Huang D..Learning bilingual sentimentword embeddings for cross-language sentiment classification[A],53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL-IJCNLP 2015,2015,1:430-440 [74]桑乐园,徐新峰,张婧,黄德根.基于广义 Jaccard 系数的微博情感新词判定[J],山东大学学报（理学版）,2015,50(7):71-75,79 [75]Li, Lishuang,Guo, Rui,Jiang, Zhenchao,Huang, Degen.An approach to improve kernel-based Protein-Protein Interaction extraction by learning from large-scale network data[J],METHODS,2015,83:44-50 [76]张顺淼,黄德根.基于概率母函数的无线传感器网络功率控制研究[J],小型微型计算机系统,2015,36(4):739-743 [77]孙水华,丁鹏,黄德根.利用句法短语改善统计机器翻译性能[J],中文信息学报,2015,29(2):95-102 [78]Li, Lishuang,Zhang, Jing,Jin, Liuke,Guo, Rui,Huang, Degen.A distributed meta-learning system for Chinese entity relation extraction[J],NEUROCOMPUTING,2015,149(PB):1135-1142 [79]李丽双,王意文,黄德根.基于信息熵和词频分布变化的术语抽取研究[J],中文信息学报,2015,29(1):82-87 [80]黄德根.Augmenting Performance of SMT Models by Deploying Fine Tokenization of the Text and Part-of-Speech Tag[J],Computer and Information Science,2015,8(1):119-127
