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Aug 2026

How Far Are LLMs from Real Search: Rethinking the Complementary Roles of Search and Learning

The analysis reveals that while current LLMs struggle with efficient search in complex problems, incorporating systematic search strategies significantly enhances their problem-solving capabilities, highlighting the need for improving LLMs’ search abilities for real-world applications.

Min-hua Lin, Hui Liu, Xian-Feng Tang et al. · 1 citation

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