.... This paper incorporates domain knowledge into LLMs by introducing a new position encoding strategy for the transformer model. This paper addresses these gaps by (1) introducing the ACOSI (aspect, category, opinion, sentiment, implicit indicator) analysis task, developing a unified model capable of extracting...