Pairwise Ranking Distillation trains a pointwise ranker from pairwise LLM teacher labels and matches full-pair distillation using just 2% of pairs on TREC-DL.
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Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation
Pairwise Ranking Distillation trains a pointwise ranker from pairwise LLM teacher labels and matches full-pair distillation using just 2% of pairs on TREC-DL.