IEEE

A Review of State-of-the-Art Deep Learning Models for Knowledge Graphs

Abstract: Deep Learning (DL) has revolutionized Knowledge Graph (KG) construction and reasoning in the recent past. The integration of DL models with KGs has shown potential to offer numerous benefits ...
IEEE

Open the ‘Black Box’ of Large Language Models and Make Them Explainable in Construction

Abstract: Large language models (LLMs) are increasingly being applied to support decision-making in construction. Yet, their value is constrained by opaque internal reasoning processes that limit ...