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G-Long: Graph-Enhanced Memory Management for Efficient Long-Term Dialogue Agents

arXiv cs.CL · 2026-06-12 Cached

G-Long proposes a graph-enhanced memory management framework for long-term dialogue agents, using a fine-tuned small language model for structured triplet extraction and associative retrieval, achieving state-of-the-art performance in response generation and memory retrieval with reduced computational overhead.

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