Testing AI-Infused Applications: Strategies for Reliable Automation

AI is transforming the software landscape, with many organizations integrating AI-driven workflows directly into their ...
IEEE

Fusion of XAI and LLM: Automatic Topic Name Extraction from Text Data Using Approximate Inverse Model Explanations (AIME)

Abstract: In this paper, we propose an automatic topic-name extraction method that combines explainable AI (XAI) and a large language model (LLM) for text datasets. In the past, topic models such as ...
IEEE

Using Large Language Models to Extract UML Class Diagrams from Java Programs

Abstract: Many organizations rely on software systems to perform their core business operations. These systems often require modernization to accommodate new requirements and demands over time. Visual ...