Simple LLM-based query rewriting reduces retriever biases in RAG by 54% on average but no technique fixes all biases uniformly, with distinct mechanisms and retriever-dependent effects.
When was X published?
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Masking or Mitigating? Deconstructing the Impact of Query Rewriting on Retriever Biases in RAG
Simple LLM-based query rewriting reduces retriever biases in RAG by 54% on average but no technique fixes all biases uniformly, with distinct mechanisms and retriever-dependent effects.