Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task

no code implementations • 1 Nov 2023 • Neema Kotonya, Saran Krishnasamy, Joel Tetreault, Alejandro Jaimes

This paper describes and analyzes our participation in the 2023 Eval4NLP shared task, which focuses on assessing the effectiveness of prompt-based techniques to empower Large Language Models to handle the task of quality estimation, particularly in the context of evaluating machine translations and summaries.

One-Shot Learning