"retrieval" Papers

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BiXSE: Improving Dense Retrieval via Probabilistic Graded Relevance Distillation

Christos Tsirigotis, Vaibhav Adlakha, Joao Monteiro et al.

COLM 2025paperarXiv:2508.06781
1
citations

EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline

Peter Baile Chen, Tomer Wolfson, Mike Cafarella et al.

COLM 2025paperarXiv:2504.03598
8
citations

Rank1: Test-Time Compute for Reranking in Information Retrieval

Orion Weller, Kathryn Ricci, Eugene Yang et al.

COLM 2025paperarXiv:2502.18418
47
citations

Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Bowen Jin, Hansi Zeng, Zhenrui Yue et al.

COLM 2025paperarXiv:2503.09516
685
citations