Abstract: Chinese classical poetry exhibits neat sentence patterns and melodic rhythms,which pose high challenges for creators.Most existing systems focus on generation models without considering user partici-pation.Based on the open-source data of the Gushiwen website,THUNLP-AIPoet,we design and implement WPFY,a visual authoring system for Chinese classical poetry:a configuration view supports specify sen-tence patterns and emotions;an authoring view automatically generates poetry as the basis,and visualizes the multi-dimensional attributes of poetry such as rhythms and emotions;an auxiliary view presents sug-gested recommendations.User studies concerning the fluency,emotions,and rhythms of the creations dem-onstrate the usefulness and effectiveness of WPFY.