Ming Liu
Scholar

Ming Liu

Google Scholar ID: uyBJ6KIAAAAJ
Senior Lecturer of Machine Learning, Deakin University
Natural Language ProcessingMachine LearningHuman-centered AI
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Citations & Impact
All-time
Citations
1,139
 
H-index
17
 
i10-index
25
 
Publications
20
 
Co-authors
0
 
Contact
Emailm.liu@deakin.edu.au
Publications
1 items
Towards Token-Level Text Anomaly Detection
2026
Cited
0
Resume (English only)
Academic Achievements
  • No detailed information provided
Research Experience
  • Senior Lecturer at Deakin University, School of Information Technology
Education
  • PhD: Monash University
Background
  • Research interests: Natural Language Processing and Machine Learning. 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. Has strong interest in solving real-world text mining problems, particularly in domain-specific settings.
Miscellany
  • No detailed information provided
Co-authors
0 total
Co-authors: 0 (list not available)