Sindhuja Gopalan

Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems

Zero-shot slot filling is a well-established subtask of Natural Language Understanding (NLU). However, most existing methods primarily focus on single-turn text data, overlooking the unique complexities of conversational dialogue. Conversational data is highly dynamic, often involving abrupt topic s…