PSW Dataset

该数据集名为PSW，涵盖了在个性化科学内容生成背景下进行用户画像和协作写作的任务。该数据集包含一个个人任务（用户画像）和四个协作任务（研究主题生成、研究问题生成、论文摘要生成和论文标题生成）。评估指标方面，分类任务采用F1、准确度、平均绝对误差（MAE）和均方根误差（RMSE），而生成任务则采用ROUGE-1和ROUGE-L指标。任务内容涉及用户画像和协作写作。

The dataset is named PSW, covering the tasks of user profiling and collaborative writing in the context of personalized scientific content generation. It includes one individual task (user profiling) and four collaborative tasks: research topic generation, research question generation, paper abstract generation and paper title generation. For evaluation metrics, F1 score, accuracy, Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) are adopted for classification tasks, while ROUGE-1 and ROUGE-L metrics are used for generation tasks. The task contents involve user profiling and collaborative writing.