Paper Mill Dataset

In order to collect normal papers similar to existing paper factories, this study used PubMed The similar paper function provided by websites such as ConnectPapers allows for the collection of at least one unreleased paper on a similar topic as a normal paper for each factory paper, resulting in a total of 2398 normal papers found. Divide the dataset into training, validation, and testing sets in a 7:1.5:1.5 ratio. This article develops an automatic parsing tool for PDF files, which can parse the most common paper manuscript submission format PDF, analyze the byte stream of the file, read the corresponding text in structural order, and identify the text content of the paper title, abstract, and main body.