Verbalized Sampling: ICML paper on LLM diversity
Simple prompt-engineering trick called 'Verbalized Sampling' mitigates mode collapse in LLMs. The method, accepted to ICML 2026, involves modifying prompt format to encourage more diverse outputs.
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