Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents

Mohammad H. A. Monfared, Lucie Flek, Akbar Karimi

We propose an agentic data augmentation method for Aspect-Based Sentiment Analysis (ABSA) that uses iterative generation and verification to produce high quality synthetic training…