Providing user-understandable explanations to justify recommendations could help users better understand the recommended items, increase system’s ease of use, and gain users’ trust. A typical approach realize it is natural language generation. However, previous works mostly adopt recurrent neural networks meet ends, leaving potentially more effective pre-trained Transformer models under-explore...