| 副教授 | 電話：67703849 |
| 電子郵件：liuh(at)suibe.edu.cn |
教育背景
博士（計算機(jī)科學(xué)與技術(shù)（計算語言學(xué)）），2009，上海交通大學(xué)
學(xué)士（計算機(jī)科學(xué)與技術(shù)），2003，上海交通大學(xué)
研究興趣
自然語言處理（語義計算、知識圖譜）
主講課程
計算機(jī)科學(xué)導(dǎo)論、C程序設(shè)計、Python程序設(shè)計、人工智能導(dǎo)論、操作系統(tǒng)、文本挖掘技術(shù)（研究生）
簡介
劉慧，男，副教授，碩士生導(dǎo)師。2009年博士畢業(yè)于上海交通大學(xué)，同年進(jìn)入我校擔(dān)任講師，2012年晉升為副教授，2012年3月至2023年2月?lián)谓y(tǒng)計與信息學(xué)院（原商務(wù)信息學(xué)院）副院長。曾獲上海市教學(xué)成果獎一等獎，上海對外經(jīng)貿(mào)大學(xué)優(yōu)秀共產(chǎn)黨員等稱號。主要研究領(lǐng)域?yàn)樽匀徽Z言處理，研究興趣為語義計算及知識圖譜構(gòu)建。主持完成教育部人文社會科學(xué)項(xiàng)目1項(xiàng)，在IEEE TSMCB (現(xiàn)名IEEE Trans. Cybern.)、IJCAI、ECAI、SIGHAN、計算機(jī)研究與發(fā)展、中文信息學(xué)報等國內(nèi)外重要學(xué)術(shù)刊物和會議上發(fā)表論文40余篇。
部分發(fā)表論文
Zang, J., & Liu, H*. (2024). Modeling Selective Feature Attention for Lightweight Text Matching. In IJCAI 2024 (Accepted)
Zang, J., & Liu, H*. (2024). Explanation Based Bias Decoupling Regularization for Natural Language Inference. In IJCNN 2024 (Accepted)
Zang, J., & Liu, H. (2023). Improving Text Semantic Similarity Modeling Through a 3D Siamese Network. In ECAI 2023 (pp. 2970-2977). IOS Press.
Zang, J., & Liu, H. (2023). How to Extract and Interact? Nested Siamese Text Matching with Interaction and Extraction. In International Conference on Artificial Neural Networks (pp. 523-535). Cham: Springer Nature Switzerland.
Liu, L., Wu, X., Liu, H.*, Cao, X., Wang, H., Zhou, H., & Xie, Q. (2020). A semi-supervised approach for extracting TCM clinical terms based on feature words. BMC Medical Informatics and Decision Making, 20(3), 1-7.
Hui Liu & Jianyong Duan(2017). Geometric Analysis of Concept Vectors based on Similarity Values. Lingua Sinica, December 2017, 3:12，https://doi.org/10.1186/s40655-017-0029-0
Hui Liu & Jianyong Duan (2016). An Analysis of the Relation between Similarity Positions and Attributes of Concepts by Distance Geometry, in the Proceedings of the 17th Chinese Lexical Semantics Workshop (CLSW2016), Singapore, 432-441 (最佳論文獎)
Hui Liu (2016). An Analysis of the Relatedness between Similarity Models for Words, ICIC Express Letters, 10(5), 1071-1078.
Hui Liu & Jianyong Duan (2015). Attribute Construction for Online Products by Similarity Computing. ICIC Express Letters, 9(1):99-106.
Hui Liu & Yuquan Chen (2011). Semantic similarity between complex named entities: An approach using multiple web resources. ICIC Express Letters, 5(1):71–76, 2011.
Wu, W. L., Lu, R. Z., Duan, J. Y., Liu, H., Gao, F., & Chen, Y. Q. (2010). Spoken language understanding using weakly supervised learning. Computer speech & language, 24(2), 358-382.
Hui Liu, Jinglei Zhao and Ruzhan Lu (2009), Toward the formal verification of a unification system, IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 39(4), 2009.
鐘茂生, 劉慧, & 劉磊. (2009). 詞匯間語義相關(guān)關(guān)系量化計算方法. 中文信息學(xué)報, 23(2), 115-122.
Hui Liu & Ruzhan Lu (2008). Word Similarities based on an Ensemble Model Using Ranking SVMs, in Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2008), Vol. 3 (Workshops) , Sydney, Australia, 2008
Liu, H., Zhao, J., & Lu, R. (2008). Computing semantic similarities based on machine-readable dictionaries. In IEEE International Workshop on Semantic Computing and Systems (pp. 8-14). IEEE.
吳尉林, 陸汝占, 段建勇, 劉慧, 高峰, & 陳玉泉. (2008). 基于兩階段分類的口語理解方法. 計算機(jī)研究與發(fā)展, 45(5), 861-868.
Zhao, J., Liu, H., & Lu, R. (2007). Semantic labeling of compound nominalization in Chinese. In Proceedings of the Workshop on A Broader Perspective on Multiword Expressions (pp. 73-80).
Jiang, F., Liu, H., Chen, Y., & Lu, R. (2004). An enhanced model for Chinese word segmentation and part-of-speech tagging. In Proceedings of the Third SIGHAN Workshop on Chinese Language Processing (pp. 28-32).
Huang, L., Peng, Y., Wu, Z., Yuan, Z., Wang, H., & Liu, H. (2003). Pseudo Context-Sensitive Models for Parsing Isolating Languages: Classical Chinese—A Case Study. In Computational Linguistics and Intelligent Text Processing: 4th International Conference, CICLing 2003 Mexico City, Mexico, February 16–22, 2003 Proceedings 4 (pp. 48-51). Springer Berlin Heidelberg.
科研項(xiàng)目
教育部人文社會科學(xué)研究青年項(xiàng)目，“網(wǎng)絡(luò)新出現(xiàn)命名實(shí)體的屬性結(jié)構(gòu)構(gòu)造研究”，2013-2016,主持。
獲獎情況
2011 上海對外貿(mào)易學(xué)院青年教師教學(xué)質(zhì)量獎
2012 上海對外貿(mào)易學(xué)院雙語教師教學(xué)質(zhì)量獎
2013 上海市教學(xué)成果一等獎（排名7/8）
2017 上海對外經(jīng)貿(mào)大學(xué)文明崗
2020 上海對外經(jīng)貿(mào)大學(xué)教學(xué)成果特等獎（排名2/8）
2021 上海對外經(jīng)貿(mào)大學(xué)優(yōu)秀共產(chǎn)黨員
2022 上海對外經(jīng)貿(mào)大學(xué)優(yōu)秀紀(jì)檢工作者
2010年度?？己擞浌?，2015、2018、2019、2020、2023年度?？己藘?yōu)秀