2 papers
cs.CL2025
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
Yuzheng Cai, Zhenyue Guo, Yiwen Pei +2
Recent advancements in large language models (LLMs) have shown impressive versatility across various tasks. To eliminate their hallucinations, retrieval-augmented generation (RAG)…
cs.CL2025
Pseudocode-Injection Magic: Enabling LLMs to Tackle Graph Computational Tasks
Chang Gong, Wanrui Bian, Zhijie Zhang +1
Graph computational tasks are inherently challenging and often demand the development of advanced algorithms for effective solutions. With the emergence of large language models (L…