GraphInstruct introduces a six-level progressive benchmark with 800 instructions and 1,582 references to diagnose LLM graph generation gaps, plus a verification-guided iterative prompting framework that improves performance.
International Conference on Learning Representations (ICLR) , year =
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
GraphInstruct: A Progressive Benchmark for Diagnosing Capability Gaps in LLM Graph Generation
GraphInstruct introduces a six-level progressive benchmark with 800 instructions and 1,582 references to diagnose LLM graph generation gaps, plus a verification-guided iterative prompting framework that improves performance.