Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

Martha Lewis, Nihal V. Nayak, Peilin Yu +4

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 co…