2025
Can Large Language Models Invent Algorithms to Improve Themselves?
NAACL 2025long
Large Language Models (LLMs) have shown remarkable performance improvements and are rapidly gaining adoption in industry. However, the methods for improving LLMs are still designed by humans, which restricts the invention of new model-improving algorithms to human expertise and imagination. To addre…