Attribute Mining

Attribute Mining is the process of extracting novel attributes and their values from free text in an open-world setting. This task is primarily studied in the e-commerce domain, aiming to mine new attribute information from product titles and descriptions to enrich product data, improve the performance of search and recommendation systems, and enhance user experience.