Papers with analysis duration
Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard (2025.naacl-industry)
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| Challenge: | Existing studies on the Open Ko-LLM Leaderboard have been limited to five months . this limited analysis of the Open LLM Leaderboard provides a more comprehensive understanding of the progress in developing large language models. |
| Approach: | They conduct a longitudinal study over eleven months to address limitations of previous studies . they analyze 1,769 models over this period to provide a more comprehensive understanding . |
| Outcome: | The study extends observation period of the Open Ko-LLM Leaderboard to eleven months . primary questions are: What are the specific challenges in improving LLM performance? |