一、 个人基本信息

沈亚田，男，1982年6月生，河南信阳人，研究生学历，工学博士，副教授，硕士研究生导师。中国中文信息学会青年工作委员会委员，中国人工智能学会会员，2012年CIKM国际会议志愿者，2015年WSDM国际会议志愿者，2019 ACL国际会议审稿人，2020 CIKM国际会议审稿人，2021CCKS会议审稿人，2021EMNLP国际会议审稿人，2022 COLING国际会议审稿人。

二、主讲课程和研究方向

主讲课程：《大数据平台技术》，《数据库系统原理》，《算法设计与分析》《Linux操作系统》

研究方向：自然语言处理，深度学习

三、论文、著作

[1]Xiajiong Shen, Huijing Yang, Xiaojie Hu, Guilin Qi, and Yatian Shen. Graph Convolutional Network with Interactive Memory Fusion for Aspect-based Sentiment Analysis. J. Intell. Fuzzy Syst （Journal,SCI）. 45, 5 (2023), 7893–7903

[2]Xie, G., Liu, N., Hu, X., & Shen, Y. (2023). Toward Prompt-Enhanced Sentiment Analysis with Mutual Describable Information Between Aspects.Applied Artificial Intelligence.（Journal,SCI）. 78, 4(2023), 2553–2563

[3]Shen Y，Chen D，Qin F，Cai K. Detecting and Classifying Typhoon Information from Chinese News Based on a Neural Network Model，2021 MDPI(Journal,SCI ,2021，CCF zone 3)，2021,13：7332.

[4]W. Ding, C. Zhang, G. Xie, X. Hu, X. Shen and Y. Shen. Graph Structure-Aware Bi-directional Graph Convolution Model for Semantic Role Labeling,"2021 IEEE International Conference on Big Data (Big Data), 2021: 1008-1014.

[5]Yubo Mai, Yatian Shen, Guilin Qi, Xiajiong Shen. Joint Extraction of Entity and Semantic Relation Using Encoder-Decoder Model Based on Attention Mechanism.Lecture Notes in Computer Science(Journal,EI ,2020),2020,7: 607–618.

[6]Yatian Shen, Yubo Mai, Xiajiong Shen, Wenke Ding , Mengjiao Guo. Jointly Part of Speech Tagging and Semantic Role Labeling using Auxiliary Deep Neural Network Model，Computers, Materials& Continua (Journal,SCI ,2020),2020,5: 529-541.

[7]J. Sun, Y. Li, Y. Shen, W. Ding, X. Shi et al. Joint self-attention based neural networks for semantic relation extraction,Journal of Information Hiding and Privacy Protection, 2019:69–75.

[8]Y. Shen, Y. Li, J. Sun, W. Ding, X. Shi et al., Hashtag recommendation using lstm networks with self-attention,Computers, Materials & Continua（Journal,SCI） , 2019:1261–1269.

[9]Jun Sun,Yan Li,Yatian Shen,Lei Zhang,Wenke Ding,Xianjin Shi,Xiajiong Shen,Guilin Qi, and Jing He. Selection Gate-based Networks for Semantic Relation Extraction, International Journal of Embedded Systems（Journal,EI）2021,3,:211-217.

[10]Y. Li, X. Shen, D. Han, J. Sun and Y. Shen, Spatio-temporal-Aware Sparse Denoising Autoencoder Neural Network for Air Quality Prediction, 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS), 2018:96-100.

[11]Y. Shen et al., Entity-Dependent Long-Short Time Memory Network for Semantic Relation Extraction,2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS), 2018: 762-766.

[12]Yatian Shen, Jun Sun, Xiaopeng Li, Lei Zhang, Yan Li, and Xiajiong Shen. Legal Article-Aware End-To-End Memory Network for Charge Prediction. In Proceedings of the 2nd International Conference on Computer Science and Application Engineering (CSAE '18). Association for Computing Machinery,2018 :1–5.

[13]Yatian Shen, Jun Sun, Lei Zhang*,PeiYan Jia, Xiajiong Shen. Profile-Aware Attention-based Bidirectional Long Short-Term Memory Neural Network for Political Content Detection in Mobile Social Media,ICCCS 2018,EI会议检索.

[14]Yatian Shen , Xuanjing Huang.Attention-Based Convolutional Neural Network for Semantic Relation Extraction. The COLING 2016 Organizing Committee. In Proceedings of COLING 2016, 2016: 2526–2536.

[15]Shen, Y., Chen, J., Huang, X. Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification. ICCPOL NLPCC 2016 2016. Lecture Notes in Computer Science.

[16]Yatian Shen and Xuanjing Huang.Bilingual Product Name Dictionary Construction Using a Two Stage Method. In Proceedings of the Third CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2014:pages 61–69.

[17]沈亚田, 黄萱菁, 曹均阔. 使用深度长短时记忆模型对于评价词和评价对象的联合抽取. 中文信息学报 32.2(2018):10.

四、科研项目

[1]基于图的卷积神经网络对于事件图谱构建方法的研究,河南省高等学校重点科研项目，20A520007，2019-7-30至2023-2-1，结项，负责。

[2]河南省药品上市许可持有人药品不良反应数据应用研究，横向课题，23A670008，2023-9-20至2024-12-31，在研、负责。

[3]新媒体内容分析关键技术研究，上海市科委科研计划，12511504502，2012.10-2014.09，结项，参与。

[4]融合文本内容与结构信息的话题分析方法研究，国家自然科学基金项目，61472088，2015.1-2018.12，结项，参与。

五、专利

[1]沈亚田;孙俊;张磊;韩道军;基于长短时和自注意力神经网络的微博话题标签确定方法，2023-4-18，CN110334189B.

六、联系方式

E-mail：sy602@126.com