How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension

Documenti analoghi

• Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
  di: Dai, Xinnan, et al.
  Pubblicazione: (2024)
• Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
  di: Wang, Yuxiang, et al.
  Pubblicazione: (2025)
• GraphGhost: Tracing Structures Behind Large Language Models
  di: Dai, Xinnan, et al.
  Pubblicazione: (2025)
• Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing
  di: Dai, Xinnan, et al.
  Pubblicazione: (2025)
• When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
  di: Dai, Xinnan, et al.
  Pubblicazione: (2026)