YuQ: A Chinese-Uyghur Medical-domain Neural Machine Translation Dataset Towards Knowledge-driven
Oral presentation at The 16th China Conference on Machine Translation, Hohhot, Inner Mongolia
CV
Education
- Ph.D in Electronic and Information Engineering, Hong Kong Polytechnic University, 2021 sem 2
- M.S. in Software Engineering, Xinjiang University, 2018
- B.S. in Computer Science, Qilu University of Technology University, 2012
Work experience
- 2021: Research Assistant
- PolyU
- Duties included: Deliver Effective Training of Clinical Communication ā A Multi-turn Customized Conversation System with Medical Knowledge Graph
- 2018: Big Data Engineer
- IIE CAS/ CNCERT/CC
- Duties included: In charge of the operational test of big data cluster including Hadoop/Yarn/Spark/Kafka to ensure availability, and stability.
- 2017: Java Development Engineer
- Software Development Center, Peopleās Bank of China
- Duties included: Develop and upgrade the inter-bank payment clearing system and the second-generation payment system.
- 2015: Test Intern Engineer
- Inspur
- Duties included: Responsible for software testing of āLOVE TV Appā, writing technical documents including requirements document, and technical implementation document.
Principal Investigator
- Cross-modal and Multilingual Social Media Mining Based on Big Data in Cyberspace, Xinjiang Uygur Autonomous Region Graduate scientific research Innovation project, Project Grant NO. XJ2020G071, 2020/01-2021/4, PI.
- Translation Times Network Translation Trading Consulting Co., LTD., National College studentsā Innovation, and Entrepreneurship training Plan, Project Grant NO. 201410431049, 2014-2015, PI.
Co-Principal Investigator
- Research on cross-media and Multilingual Public opinion Information Technology based on big data in cyberspace, Nation State Language Commission key research projects,Project Approval NO.ZDI135-96 2019-2021, under research.
- Multilingual Network Public Opinion Monitoring System for Public Security, 2018/12/31-2021/12/31, Cooperation unit: China Electronic Science and Technology Group, under research.
- Multilingual topic monitoring and Research for Social environment in Xinjiang, National 242 Safety Plan project, Project Approval NO.2019Axxx, 178000000, 2019.12-2020.12, under research.
- National Key Research and development project of Dark Network Intelligence Analysis and User Identification Technology, Project Approval NO.2017xxx0820xxx-3, 2018/02/01-2021/01/30, under research.
Comprehensive Honor
- 2021,05 Scholarship of Xinjiang Uygur Autonomous Region,
- 2020.05 Excellent scientific and technological achievements Award of the Chinese Association for Artificial Intelligence
- 2019.11 Top 100 teams of Intel Cup the first China Graduate Students artificial intelligence innovation competition
- 2019.09 Bronze Award of The 5th China College Studentsā āInternet+āInnovation and Entrepreneurship Competition Xinjiang Division
- 2019.05 The Second Prize of The 10th Chinese College Students innovation and Entrepreneurship Competition
- 2016.06 Outstanding Graduate of Shandong Province
- 2016.06 Excellent Bachelorās Thesis of Shandong Province
- 2015.12 The Third Prize of The 13th Qilu Software Design Competition
- 2015.08 The Third Prize of The 6th Chinese College Students innovation and Entrepreneurship Competition
- 2014.12 Honorable mention of 2014 Mobile Internet Application Development and Innovation Competition
- 2014.05 Silver Award The 9th Challenge Cup Shandong Division
- 2013.12 Runner-up of The 2th Langsin IBM Robocode Programming Contest
- 2015.11 Shandong Provincial Government Scholarship
- 2013.11 National Encouragement Scholarship
Service
- Conference Reviewer
- 2022 IEEE World Congress on Computational Intelligence
- IEEE International Joint Conference on Neural Networks,IJCNN
- IEEE CEC
- Journal Reviewer
- Internation Journal Information and Communication Technology(IJ-ICT)
- IEEE Access
- Member
- Chinese Information Processing Society of China
- Chinese Association for Artificial Intelligence
Teaching Experiences
- Semester 2,2022ļ¼EIE4105 Multimodal Human Computer Interaction Technologies, Lecturer: Prof.MAK Man Wai, The Hong Kong Polytechnic University
- Semester 2,2022ļ¼EIE1003 Foundations of Data Science, Lecturer: Dr LEUNG Hung Fat, Frank, The Hong Kong Polytechnic University
- Semester 2,2022ļ¼EIE1D03 Artificial Intelligence and Science Fiction, Lecturer: Mr PANG Chun Yu, Frank, The Hong Kong Polytechnic University
Skills
- Deep Leaning Familiar with deep learning basic theories and models including RNN, Transfomer, BERT, and Seq2Seq, etc.
- Machine Learning Familiar with basic statistical machine learning theories and algorithms.
- Coding Familiar with Java, Python, Web, and MySQL database.
- Languages Good at reading, writing. Have finished several SCI and EI papers.
Publications
- [1] Li Z, Li X, Sheng J, et al. AgglutiFiT: Efficient Low-Resource Agglutinative Language Model Fine-Tuning[J]. IEEE Access, 2020, 8: 148489-148499.
- [2] Li Z, Maimaiti M, Sheng J, et al. An Empirical Study on Deep Neural Network Models for Chinese Dialogue Generation[J]. Symmetry-Basel, 2020, 12(11): 1756. Co-first authorļ¼
- [3] Ke Z, Li Z, Zhou C, et al. Rumor Detection on Social Media via Fused Semantic Information and a Propagation Heterogeneous Graph[J]. Symmetry-Basel, 2020, 12(11): 1806.
- [4] Li X, Li Z, Sheng J, et al. Low-Resource Text Classification via Cross-lingual Language Model Fine-tuning[C]//Proceedings of the 19th Chinese National Conference on Computational Linguistics. 2020: 994-1005.
- [5] Yu Q, Li Z, Sheng J, et al. YuQ: A Chinese-Uyghur Medical Domain Neural Machine Translation Dataset Towards Knowledge-driven, in The 16th china conference on machine translation, CCMT 2020, Hohho, China. Corresponding authorļ¼
- [6] Sheng J, Wumaier A, Li Z. POISE: Efficient Cross-Domain Chinese Named Entity Recognization via Transfer Learning[J]. Symmetry-Basel, 2020, 12(10): 1673.
- [7] Ke, Z., Sheng, J., Li Z, Silamu, W., & Guo, Q. Knowledge-Guided Sentiment Analysis Via Learning From Natural Language Explanations.Ā IEEE Access,Ā 9, 3570-3578. Othersļ¼
- [8] Kong, X., Silamu, W., Qimeng, Y., & Li Z. (2020). Uyghur named entity recognition via transfer learning. Journal of Northeast Normal University(Natural Science Edition), 52(2), 58ā65.
- [9] Ren, Z., Zhenchao, W., Zunwang, K., Li Z., & Wushour, S. (2021). A survey of multimodal data fusion. Computer Engineering and Applications.
- [10]Li, y., Luan, X., Ke, Z., Li Z., & Wushour, S. (0). A survey of knowledge-guided pre-trained language models. Computer engineering, 0. https://doi.org/10.19678/j.issn.1000-3428.0060823
- [11] LIU Wanyue, Aishan Wumaier, Li Z, etc. Neural Machine Translation Based on Multi-sub-word Sequence Fusion[J] Journal of Chinese Information Processing
- [12] MA chunming, LI Xiuhong, Li Z, WANG Huiru, YANG Dan. A Survey of Event Extraction[J] Journal of Computer Applications,1-20[2022-06-17]
- [13] WANG Huiru, LI Xiuhong, Li Z, MA chunming, REN Zeyu, YANG Dan. A Survey of Survey of multimodal pre-trained models[J] Journal of Computer Applications
Talks
Low-Resource Text Classification via Cross-Lingual Language Model Fine-Tuning
Post paper at The Nineteenth China National Conference on Computational Linguistics, CCL 2020, Haikou, Hainan