Paul Liu

Improving Taxonomy-based Categorization with Categorical Graph Neural Networks

2021 · 2021 IEEE International Conference on Big Data (Big Data)

In search and retrieval, a critical subtask is the classification of user search queries into predefined categories. Traditional supervised multi-class classification algorithms usually treat each category independently. In practical applications however, the categories have implicit …