Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches

Seung-Hoon Na, In-Su Kang, Jong-Hyeok Lee

Term frequency normalization is a serious issue since lengths of documents are various. Generally, documents become long due to two different reasons - verbosity and multi-topicali…