Recent advancements in natural language processing (NLP) have made significant strides in enabling dialogue systems to process human language with increasing effectiveness. However, a key problem remains: accurately identifying user intent and contextualizing their requests within ongoing dialogues. PragmaticSlot aims to address this challenge by