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DrMing Liu

Senior Lecturer

Faculty of Science Engineering and Built Environment/School of Information Technology

Orcid identifier0000-0002-2160-6111 (opens in a new tab)⁠
  • Senior Lecturer
    Faculty of Science Engineering and Built Environment/School of Information Technology
  • +61 3 924 68639 (Work)
  • Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125

BIO

Dr Ming Liu works on Natural Langauge Processing, Machine Learning and Small Language Modelling. He proposed the "Learn to actively learn" approach for active learning and developed a few efficient text summarization models/pipelines (e.g. SummPip, SciSummPip, GLIMMER), most of which are widely used in low-resource text generation settings. Dr Ming has strong interest in solving real world text mining problems, paticularly in domain specific settings. 

DEAKIN UNIVERSITY CURRENT APPOINTMENT

  • Senior Lecturer
    Deakin University, School of Information Technology

DEGREES

  • Doctor of Philosophy
    Monash University

FIELDS OF RESEARCH

  • Artificial intelligence
  • Computer vision and multimedia computation
  • Data management and data science
  • Machine learning

AVAILABILITY FOR SUPERVISION

  • Masters by Research and PhD supervision

AREA/FACULTY

  • Faculty of Science Engineering and Built Environment

DEPARTMENT/SCHOOL/INSTITUTE/DISCIPLINE

  • School of Information Technology