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Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
揭示LLM多样性丧失的深层数据原因，提出Verbalized Sampling方法缓解模式坍塌
arXiv:2510.01171v4 Announce Type: replace Abstract: Post-training alignment often reduces LLM diversity, leading to a phenomenon known as mode collaps…