Structured Prompts Improve Evaluation of Language Models

1. 1Identify the limitations of current benchmarking frameworks such as HELM
2. 2Develop structured prompts that can effectively evaluate language models
3. 3Implement and test the structured prompts to reduce the impact of prompt choice on reported scores
4. 4Analyze and compare the results to inform model selection and deployment decisions

NLP engineers and researchers on a team benefit from this as it allows for more accurate comparisons of language models, and product managers can use this information to inform deployment decisions

💡 Structured prompts can reduce the impact of prompt choice on reported scores, allowing for more accurate comparisons of language models

💡 Structured prompts can improve language model evaluation #LLMs #NLP