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arxiv_cs_lg ยท Oct 22, 2026 ยท paper

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On the Token Collapse Phenomenon in Textual Graph Soft Prompting

arxiv.orgOct 22, 2026
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In brief

Recent methods for injecting graph structure into LLM prompts include graph soft prompting, in which a graph neural network (GNN) learns graph-specific tokens that capture relational information among entities in text...

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