2 papers
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…
cs.LG2024
Inferring Properties of Graph Neural Networks
Dat Nguyen, Hieu M. Vu, Cong-Thanh Le +4
We propose GNNInfer, the first automatic property inference technique for GNNs. To tackle the challenge of varying input structures in GNNs, GNNInfer first identifies a set of repr…