2 papers
cs.SE2025
A Systematic Survey on Debugging Techniques for Machine Learning Systems
Thanh-Dat Nguyen, Haoye Tian, Bach Le +2
Debugging ML software (i.e., the detection, localization and fixing of faults) poses unique challenges compared to traditional software largely due to the probabilistic nature and…
cs.AI2024
VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction
Thanh-Dat Nguyen, Tung Do-Viet, Hung Nguyen-Duy +5
Businesses need to query visually rich documents (VRDs) like receipts, medical records, and insurance forms to make decisions. Existing techniques for extracting entities from VRDs…