Xetrieval enriches sentence embeddings with a single-pass reasoning internalizer and decomposes the result into sparse interpretable features whose overlaps explain individual dense-retrieval decisions.
Tongsearch-qr: Reinforced query reasoning for retrieval
3 Pith papers cite this work. Polarity classification is still indexing.
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GroupRank uses groupwise LLM reranking with answer-free data synthesis and a group-ranking reward to reach 65.2 NDCG@10 on BRIGHT while providing 6.4x faster inference than listwise baselines.
citing papers explorer
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Xetrieval: Mechanistically Explaining Dense Retrieval
Xetrieval enriches sentence embeddings with a single-pass reasoning internalizer and decomposes the result into sparse interpretable features whose overlaps explain individual dense-retrieval decisions.
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GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs
GroupRank uses groupwise LLM reranking with answer-free data synthesis and a group-ranking reward to reach 65.2 NDCG@10 on BRIGHT while providing 6.4x faster inference than listwise baselines.
- RICE-PO: Turning Retrieval Interactions into Credit Signals for Reasoning Agents