AUTOMATING IN HIGH-EXPERTISE, LOW-LABEL ENVIRONMENTS: EVIDENCE-BASED MEDICINE BY EXPERT-AUGMENTED FEW-SHOT LEARNING Article

Liu, Rong, Li, Jingjing, Zivkovic, Marko et al. (2025). AUTOMATING IN HIGH-EXPERTISE, LOW-LABEL ENVIRONMENTS: EVIDENCE-BASED MEDICINE BY EXPERT-AUGMENTED FEW-SHOT LEARNING . MIS QUARTERLY, 49(3), 1049-1094. 10.25300/MISQ/2024/18573

Open Access

cited authors

  • Liu, Rong; Li, Jingjing; Zivkovic, Marko; Abbasi, Ahmed

authors

publication date

  • September 1, 2025

published in

keywords

  • Business & Economics
  • Computer Science
  • Computer Science, Information Systems
  • Evidence-based clinical practices
  • Information Science & Library Science
  • Management
  • RELEVANCE
  • SYSTEM
  • Science & Technology
  • Social Sciences
  • Technology
  • attention
  • data extraction
  • deep learning
  • few-shot learning
  • joint learning
  • natural language processing
  • systematic review

Digital Object Identifier (DOI)

publisher

  • SOC INFORM MANAGE-MIS RES CENT

start page

  • 1049

end page

  • 1094

volume

  • 49

issue

  • 3