Our core objective is to generate compounds based on textual descriptions as conditioning data. The models are assessed with two metrics in terms of conditional generation, which are composition and crystal system matching ratio. These metrics measure the proportion of the 20 sampled structures with the composition or crystal system for the ground truth structure in the test set that was used to generate the textual descriptions. Their detailed scores are provided in Supplementary Table .