Martha Lewis

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

2022 · arXiv (Cornell University)

Large-scale neural network models combining text and images have made incredible progress in recent years. However, it remains an open question to what extent such models encode compositional representations of the concepts over which they …