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20242026
most citedUnlabeled Data vs. Pre-trained Knowledge: Rethinking SSL in the Era of Large Models

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cs.CL2025

RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation

Pengcheng Jiang, Lang Cao, Ruike Zhu +5

Large language models (LLMs) have achieved impressive performance on knowledge-intensive tasks, yet they often struggle with multi-step reasoning due to the unstructured nature of…