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...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Mansi Rana, Kadri Hacioglu, Gopalan, Sindhuja, Boothalingam, Maragathamani
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Large language models Natural language processing Real time
Online-Zugang:	Volltext
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