This paper proposes a system for Aspect-Oriented Opinion Pair Extraction (AOPE) by fine-tuning a pre-trained large language model with LoRA and adjusting prompts. AOPE is a task that extracts users' ...

Abstract: Java Object-Oriented Programming (OOP) is vital in information technology, but students often struggle with abstract concepts and complex logic. This study applies the Block Model (BM) to ...