Graphia is an LLM post-training framework that uses real social graphs and GNN rewards to improve micro-level interaction prediction and macro-level network property replication in dynamic social simulations.
In Findings of the Association for Computational Linguistics, ACL 2024 Bangkok, Thailand and virtual meeting, August 11-16, 2024, pages 4789–
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GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation
Graphia is an LLM post-training framework that uses real social graphs and GNN rewards to improve micro-level interaction prediction and macro-level network property replication in dynamic social simulations.