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Yuze Gao (高-瑜泽)

Senior Research Engineer
Institute for Infocomm Research (I2R)
Agency for Science, Technology and Research (A*STAR)

Links and Contact:
Github | Google Scholar | Research Gate
Email:Yuze.GAO@outlook.com | GAO_Yuze@i2r.a-star.edu.sg
Phone: +65 64082147 (office) | +65 90553268 (phone)
Mail: 1 Fusionopolis Way, #12-01 Connexis(North Tower), Singapore 138632.
Snoopy

    Currently, I am working as a Senior Research Engineer in Dr. Jian SU's NLP group @ A*STAR . You can find more details in my [CV]. My interests mainly lie in NLP (Natural Language Processing) and its applications based on deep learning. Presently, I am focusing on LLM (large language model) and its fine-tuning on Text-to-SQL task.

Experience:

Working:

  • 2019.03 - Present     Institute for Infocomm Research (I2R @ A*STAR)      (Singapore)
      I work as a Research Engineer in Dr. Jian SU's NLP group. I focus on the NER, Coreference Resolution and deep learning-related applications on Information Extraction, Sentiment Analysis, Text-to-SQL.
  • 2016.09 - 2018.08     Singapore Unicersity of Technology and Design      (Singapore)
      I worked as a Research Asisstant with associate Prof. Yue ZHANG in a Natural Language Processing lab here. I mainly focus on sentiment analysis, event detection and deep learning-based natural language processing applications.
  • 2014.07 - 2016.04    Northeastern University    (China)
      I worked as a Research Asisstant with associate Prof. Tong XIAO in a Natural Language Processing lab. I focus on the pruning and speeding of the statistical machine translation, especially the decoding process.
  • 2015.09 - 2016.03    Yatrans Networking Technology Co. , Ltd     (China)
      I worked here as an Internship student at Prof. Jingbo ZHU's translation company to help enhance the translation quality of the machine tranlation and participated in the enhancing of template-based machine translation.

    • Education:

  • 2010.09 - 2014.06     Northeastern University    (China)
    • Publications:

    Papers:

  • [2023, Otc.]   Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su. Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. In Proceedings of the Empirical Methods in Natural Language Processing(EMNLP 2023, Findings). [PDF].

  • [2023, July.]   Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun. An Exploratory Study on Model Compression for Text-to-SQL. In Proceedings of the Association for Computational Linguistics(ACL 2023, Findings). [PDF].

  • [2019, Aug.]   Yuze Gao, Yu Yuan. Feature-Less End-to-End Nested Term Extraction. In Proceedings of the Natural Language Processing and Chinese Computing Explainable Artificial Intelligence (NLPCC XAI 2019). [PDF] | [CODE].

  • [2018, Nov.]   Chenhua Chen, Yue Zhang, Yuze Gao. Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning. In Proceedings of the International Conference on Asian Language Processing (IALP 2018). [PDF].

  • [2018, May]   Yu Yuan, Yuze Gao, Yue Zhang, Serge Sharoff. Cross-lingual Terminology Extraction for Translation Quality Estimation. In Proceedings of the Language Resources and Evaluation Conference (LREC 2018). [PDF].

  • [2017, Nov.]   Yuze Gao,Yue Zhang and Tong Xiao. Implicit Syntactic Features for Targeted Sentiment Analysis. In Proceedings of the International Joint Conference on Natural Language Processing (IJCNLP 2017). TaiWan, China, Oct. [PDF] | [CODE] | [SLIDES].

  • [2015, Sept.]   Yuze Gao, Tong Xiao. A Comparison of Pruning Methods for CYK-based Decoding in Machine Translation. In Proceedings of CWMT 2015. Hefei, China, Sept. [PDF].

    • Patents:

  • [2019, Mar.] Tong Xiao, Jingbo Zhu, Chunliang Zhang, Yuze Gao. Syntactic Skeleton based Statistical Machine Translation System, [CN201610053560.2]. [Patent QR PNG], [PDF].

    • Last Update: Otc. 19 2023    <==>    Current Time: