Garrett Bingham*

HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning

"Hallucination has been a major problem for large language models and remains a critical challenge when it comes to multimodality in which vision-language models (VLMs) have to deal with not just textual but also visual inputs. Despite rapid progress in VLMs, resources for evaluating and addressing…