Our results reveal that the BERT model trained on the random split dataset usually with slight reductions (Table ). Among the intermediate-inclusive descriptors, the amine + intermediate approach usually outperformed the amine + acid + intermediate strategy across all reaction conditions when using the BERT algorithm (more metric details can be found in Table of the SI). This observation aligns with the reaction mechanism, where amines and acids form intermediates before converting to products. Since our intermediate is represented