2 papers
cs.SE2026
Context-Augmented Code Generation Using Programming Knowledge Graphs
Shahd Seddik, Fahd Seddik, Iman Saberi +3
Large Language Models (LLMs) excel at code generation but struggle with complex problems. Retrieval-Augmented Generation (RAG) mitigates this issue by integrating external knowledg…
cs.SE2023
Model-Agnostic Syntactical Information for Pre-Trained Programming Language Models
Iman Saberi, Fatemeh H. Fard
Pre-trained Programming Language Models (PPLMs) achieved many recent states of the art results for many code-related software engineering tasks. Though some studies use data flow o…