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[D] Is Evaluating LLM Performance on Domain-Specific QA Sufficient for a Top-Tier Conference Submission?
May 10, 2024, 3:30 p.m. | /u/VieuxPortChill
Machine Learning www.reddit.com
Hello,
I'm preparing a paper for a top-tier conference and am grappling with what qualifies as a significant contribution. My research involves comparing the performance of at least five LLMs on a domain-specific question-answering task. For confidentiality, I won't specify the domain.
I created a new dataset from Wikipedia, as no suitable dataset was publicly available, and experimented with various prompting strategies and LLM models, including a detailed performance analysis.
I believe the insights gained from comparing different LLMs …
conference domain five hello least llm llm performance llms machinelearning paper performance question research
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