RaCT: Ranking-aware Chain-of-Thought Optimization for LLMs
Paper
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2412.14405
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Published
llm ranker
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Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning
Paper • 2503.06034 • Published • 1 -
Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?
Paper • 2505.16886 • Published • 6 -
ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking
Paper • 2509.00520 • Published -
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
Paper • 2502.17888 • Published -
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
Paper • 2505.20046 • Published • 18 -
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
Paper • 2508.07050 • Published • 116