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#natural language process... Preprint Sep 2026

Effective Dense Retrieval using Only In-Context Examples

Turning decoder-only large language models (LLMs) into strong dense retrievers typically requires some form of retriever training. In this paper, we ask whether LLMs can instead be prompted to produce effective representations for dense retrieval given only a few in-context examples. To answer this, we introduce RICE (...

Nour Jedidi, Abdul Basit Ali, Hang Li et al. · 0 citations

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