ELM: Ensemble of Language Models for Predicting Tumor Group from Pathology Reports. - Lovedeep Gondara; Jonathan Simkin; Shebnum Devji; Gregory Arbour; Raymond Ng (CoRR, 2025)

Small or Large? Zero-Shot or Finetuned? Guiding Language Model Choice for Specialized Applications in Healthcare. - Lovedeep Gondara; Jonathan Simkin; Graham Sayle; Shebnum Devji; Gregory Arbour; Raymond Ng (CoRR, 2025)

Bridging AI Innovation and Healthcare Needs: Lessons Learned from Incorporating Modern NLP at The BC Cancer Registry. - Lovedeep Gondara; Gregory Arbour; Raymond Ng; Jonathan Simkin; Shebnum Devji (CoRR, 2025)