Let Your Graph Do the Talking: Encoding Structured Data for LLMs

N/A

Let Your Graph Do the Talking: Encoding Structured Data for LLMs Bryan Perozzi 1 Bahare Fatemi 1 Dustin Zelle 1 Anton Tsitsulin 1 Mehran Kazemi 1 Rami Al-Rfou 2 Jonathan Halcrow 1 Abstract Answer Answer How can we best encode structured data into…

saved by

• Chloe Wong

related reading

• spreadsheetLLMarxiv.org
• 2306.17806arxiv.org
• Circuit Tracing: Revealing Computational Graphs in Language Modelstransformer-circuits.pub
• [2510.13786] The Art of Scaling Reinforcement Learning Compute for LLMsarxiv.org
• [2308.06374] Large Language Models and Knowledge Graphs: Opportunities and Challengesarxiv.org
• [2207.02505] Pure Transformers are Powerful Graph Learnersarxiv.org
• [2507.19457] GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learningarxiv.org
• 2402.07927arxiv.org
• Large Language Diffusion Modelsarxiv.org
• 2403.09611.pdfarxiv.org
• Efficient Guided Generation for Large Language Modelsarxiv.org
• Language Models can Solve Computer Tasksarxiv.org