吉亚图 讲师/博士
2021-09-06 16:21     (点击: )





                               姓名 吉亚图 职称 讲师


所属学科:计算机科学与技术

电子邮箱:MLjyt@imut.edu.cn

联系电话:0471-3603464



一、基本情况

姓名 吉亚图,性别 男,出生年月 19903月,民族 蒙古族,籍贯 内蒙古乌兰察布,学位 博士,职称 讲师,硕士生导师。现就职于内蒙古工业大学计算机应用技术学科。

二、招生信息

1招生专业:0812-计算机科学与技术,081203-计算机应用技术,085211-计算机技术

2研究方向:人工智能,机器学习,自然语言处理,图像处理,语音信号处理

3研究生培养情况:无

三、教育背景

2017.9-2020.12月,内蒙古大学计算机学院(系)计算机应用技术专业,获得博士学位

四、学术兼职、人才工程或专家称谓

1中国计算机学会会员

2期刊会议审稿人:TALLIP, NLPCC, ICANN, PRICAI

五、发表论文

1Yatu Ji, Lei Shi, Yila Su, Qing-dao-er-ji Ren, Nier Wu, Hongbin Wang. A Strategy for Referential Problem in Low-Resource Neural Machine Translation. International Conference of Artificial Neural Networks and Machine Learning, (ICANN2021). (CCF-C)

2Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. Adversarial Training for Unknown Word Problems in Neural Machine Translation, ACM Transactions on Asian and Low-Resource Language Information Processing, 2020 (1): 17-29. (CCF-C, SCI-3)

3Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics-SRW (ACL2019), 123-129. (CCF-A)

4Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. Training with Additional Semantic Constraints for Enhancing Neural Machine Translation, The Pacific Rim International Conferences on Artificial Intelligence (PRICAI2019), 300-313. (CCF-C)

5Yatu Ji, Hongxu Hou, Nier Wu, Junjie Chen. Exploring the Advantages of Corpus in Neural Machine Translation of Agglutinative Language, Artificial Neural Networks and Machine Learning (ICANN2019), 326-336. (CCF-C

6Yatu Ji, Hongxu Hou, Junjie Chen, Nier Wu. Noise-Based Adversarial Training for Enhancing Agglutinative Neural Machine Translation, The Pacific Rim International Conferences on Artificial Intelligence (PRICAI2019), 392-396. (CCF-C)

7Yatu Ji, Hongxu Hou, Ying Lei, Zhong Ren. An optimized regularization method to enhance low-resource MT, International Conference of Parallel and Distributed Computing, Applications and Technologies (PDCAT2018), 285-295 (EI)

8Nier Wu, Hongxu Hou, Yatu Ji, Wei Zheng. Autoregressive Pre-training Model-assisted Low-resource Neural Machine Translation, The Pacific Rim International Conferences on Artificial Intelligence (PRICAI2021). (CCF-C

9Nier Wu, Hongxu Hou, Yatu Ji, Wei Zheng. Low-resource Neural Machine Translation Combined with Semantic Aware Pre-training Method, The Pacific Rim International Conferences on Artificial Intelligence (PRICAI2021). (CCF-C

10Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao. Graph Convolutional Networks with Structural Attention Model for Aspect Based Sentiment Analysis, International Joint Conference on Neural Networks (IJCNN2019), 1–7. (CCF-C)

11Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao, Tiangang bai. Graph-based Attention Networks for Aspect Level Sentiment Analysis, International Conference on Tools with Artificial Intelligence (ICTAI2019), 1188–1194. (CCF-C)

12Junjie Chen, Hongxu Hou, Yatu Ji, Jing Gao, Tiangang bai. GCNDA: Graph Convolutional Networks with Dual Attention Mechanisms for Aspect Based Sentiment Analysis, International Conference on Neural Information Processing of the Asia-Pacific Neural Network Societ, (ICONIP2019). 189–197, (CCF-C)

13Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang bai. RGCN: Recurrent Graph Convolutional Networks for Target-dependent Sentiment Analysis, International Conference on Knowledge Science, Engineering and Management (KSEM2019), 667–675. (CCF-C)

14Tiangang Bai, Hongxu Hou, Yatu Ji. Sub-word Embedding Auxiliary Encoding in Mongolian-Chinese Neural Machine Translation. ACM International Conference Proceeding Series, 292–296. (EI)

15任众,侯宏旭,吉亚图等. 字粒度切分在蒙汉神经机器翻译中的应用,中文信息学报,2019 33(01):85-92CSCD

16武子玉,侯宏旭,白天罡,吉亚图等. 基于CSGAN的多模型融合蒙汉神经及其翻译研究,江西师范大学学报,2019CSCD

六、出版专著或教材:

七、科研创新:

1吉亚图, 苏依拉.《基于神经网络的蒙古语语义分析软件V1.0, 2017(软件著作权)

2侯宏旭,吉亚图,飞龙等.《蒙汉变分翻译系统》,2019(软件著作权)

八、科研项目(近5年作为项目负责人的科研项目)

1研究生科研创新能力提升重点项目,基于注意力机制的神经机器翻译的研究,2018

2内蒙古工业大学人才引进科研项目,蒙古文机器翻译中数据稀疏问题的研究,2021

九、获奖情况

120216月,内蒙古大学优秀博士论文奖

220199月,Springer Best Student Paper Award

320196月,第十五届全国机器翻译评测(蒙汉)第三名,团队Leader

420186月,第十四届全国机器翻译评测(蒙汉)第三名,团队Leader

十、其他



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