#few-shot prompting
Few-Shot Prompting: 3 AI articles covering few-shot prompting news, analysis, and research
Articles
Fine-Grained Emotion Classification from Mobile App Reviews: A⭐9
This 2026 empirical study compares encoder-only fine-tuning with decoder-only LLM prompting for fine-grained multi-label emotion classification of mobile app re...
Few-Shot Degradation Is Not What It Seems: Behavioral Evidence,⭐9
Few-shot prompting can hurt LLM performance. This study across 12 models shows length-corrected representation shifts, not raw shift, predict whether it helps.
FAQ as RAG: When You Get to Design the Corpus⭐10
FAQ as RAG rethinks retrieval when the corpus is Q&A pairs: parsing becomes trivial, retrieval works as a cache, and few-shot prompting turns into a lookup prob...