#'AmbiGraph-Eval22/08/2025
AmbiGraph-Eval: Benchmarking LLMs for Ambiguity in Graph Query Generation
'AmbiGraph-Eval introduces a 560-example benchmark that measures LLM performance on ambiguous natural language to Cypher generation. Evaluations of nine models highlight challenges in ambiguity resolution and syntax generation.'