Aamer Hydrie

Discovering Surprising Documents with Context-Aware Word Representations

User experiences can be made more engaging by incorporating surprise. For example, online shoppers may like to view unique products. In this paper we propose an approach for detecting surprising documents, such as product titles. As the concept of surprise is subjective, there is currently no principled method…