DiffXtract: Joint Discriminative Product Attribute-Value Extraction

Identifying discriminative attributes between prod-uct variations, e.g., the same wristwatch models but in different finishes, is crucial for improving e-commerce search engines and recommender systems. Despite the importance of these discrimi-native attributes, values for such attributes are often not available explicitly and instead are mentioned only in unstructured fields such as product title...