When do LLMs replace fine-tuned NLU? A decision framework for intent detection in production conversational systems
Read the original at arxiv.org→arXiv:2608.20371v1 Announce Type: new Abstract: A common claim is that zero-shot large language models (LLMs) can replace fine-tuned NLU classifiers for intent detection. We test this claim head-to-head and find...
Original headline: "When Do LLMs Replace Fine-Tuned NLU? A Decision Framework for Intent Detection in Production Conversational Systems"
Coverage timeline
- Aug 24, 04:00 UTC arXiv cs.CL lead source When Do LLMs Replace Fine-Tuned NLU? A Decision Framework for Intent Detection in Production Conversational Systems