More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling
Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Yisi Sang, Sijia Liu, James Hendler, Dakuo Wang
Abstract
Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Yisi Sang, Sijia Liu, James Hendler, Dakuo Wang. Findings of the Association for Computational Linguistics: NAACL 2024. 2024.
Topics & Concepts
Context (archaeology)Shot (pellet)Computer scienceSampling (signal processing)Experience sampling methodData sciencePsychologyGeographySocial psychologyTelecommunicationsChemistryDetectorOrganic chemistryArchaeologyOnline Learning and AnalyticsNatural Language Processing Techniques