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cs.CL2024
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index
Tyler McDonald, Anthony Colosimo, Yifeng Li +1
As prompt engineering research rapidly evolves, evaluations beyond accuracy are crucial for developing cost-effective techniques. We present the Economical Prompting Index (EPI), a…
cs.CL2024
Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge
Brendan Park, Madeline Janecek, Naser Ezzati-Jivan +2
Large Language Models (LLMs) have demonstrated remarkable success in tasks like the Winograd Schema Challenge (WSC), showcasing advanced textual common-sense reasoning. However, ap…