"ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. (arXiv:2106.05970v2 [cs.CL] UPDATED)" — An imagination-based automatic evaluation metric for natural language generation, which with the help of StableDiffusion, automatically generates an image as the embodied imagination for a text snippet and computes the imagination similarity using contextual embeddings.