The KGHaluBench framework utilizes a knowledge graph to dynamically construct challenging, multifaceted questions for LLMs, with question difficulty statistically estimated to address popularity bias.

Authors

• Person: Alex Robertson, Huizhi Liang, Mahbub Gani, Rohit Kumar, Srijith Rajamohan Organization: Association for Computational Linguistics
  A Knowledge Graph-Based Hallucination Benchmark for Evaluating ...
• Person: Not available Organization: arXiv
  A Knowledge Graph-Based Hallucination Benchmark for Evaluating ...

Sources

• A Knowledge Graph-Based Hallucination Benchmark for Evaluating ... aclanthology.org Alex Robertson, Huizhi Liang, Mahbub Gani, Rohit Kumar, Srijith Rajamohan · Association for Computational Linguistics via serper
• A Knowledge Graph-Based Hallucination Benchmark for Evaluating ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• Knowledge Graph concept
• KGHaluBench concept