2 papers
cs.LG2025
BRIDGE: Budget-aware Reasoning via Intermediate Distillation with Guided Examples
Xuan-An Le, Minh-Nam Tran, Son Nguyen
Distilling knowledge from large proprietary models (e.g., GPT-4) to tiny deployable models (less than 1B parameters) faces a critical capacity-budget trap: the 1000x capacity gap b…
cs.LG2025
A Robust BERT-Based Deep Learning Model for Automated Cancer Type Extraction from Unstructured Pathology Reports
Minh Tran, Jeffery C. Chan, Min Li Huang +7
The accurate extraction of clinical information from electronic medical records is particularly critical to clinical research but require much trained expertise and manual labor. I…