2 papers
cs.CL2025
Effect of Selection Format on LLM Performance
Yuchen Han, Yucheng Wu, Jeffrey Willard
This paper investigates a critical aspect of large language model (LLM) performance: the optimal formatting of classification task options in prompts. Through an extensive experime…
cs.CL2025
Effects of Prompt Length on Domain-specific Tasks for Large Language Models
Qibang Liu, Wenzhe Wang, Jeffrey Willard
In recent years, Large Language Models have garnered significant attention for their strong performance in various natural language tasks, such as machine translation and question…