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Divergence based Ranked Preference Alignment for LLMs

Haldar, Rajdeep et al.
arXiv (All) · Papers
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68q3268t05g-3i-2-6machine-learning
Alignment of large language models typically relies on pairwise preference feedback, though ranked feedback can capture more comprehensive information across multiple responses within a single annotation. However, ranked-preference alignment is underexplored in practice compared to simpler pairwise
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