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

Analysing Code-Based Retrieval Augmented Generation Methods for Knowledge Retention

Abstract: Traditional Retrieval Augemented Systems (RAG) fails to capture the intricate and complex contextual information within a code repository. This is mainly due to the presence of multiple ...