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20242026
most citedA Pure Transformer Pretraining Framework on Text-attributed Graphs

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cs.IR2025

Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking

Shengbo Gong, Xianfeng Tang, Qi He +2

Retrieval-augmented generation (RAG) is critical for reducing hallucinations and incorporating external knowledge into Large Language Models (LLMs). However, advanced RAG systems f…