Aparna Balagopalan

LEMoN: Label Error Detection using Multimodal Neighbors

Large repositories of image-caption pairs are essential for the development of vision-language models. However, these datasets are often extracted from noisy data scraped from the web, and contain many mislabeled instances. In order to improve the reliability of downstream models, it is important to…