Rank-K, a reasoning-model-based listwise reranker distilled from DeepSeek R1 traces, beats RankZephyr on several benchmarks but only marginally on TREC DL 2019/2020.
Dawn Lawrie, Sean MacAvaney, James Mayfield, Paul McNamee, Douglas W
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Rank-K: Test-Time Reasoning for Listwise Reranking
Rank-K, a reasoning-model-based listwise reranker distilled from DeepSeek R1 traces, beats RankZephyr on several benchmarks but only marginally on TREC DL 2019/2020.