TermFrequencyNormalisation

The term frequency normalisation smoothes the dependence between the WithinDocumentTermFrequency and the DocumentLength. (Singhal et. al., 1996) gives the following two reasons for the need for the term frequency normalisation:

As a consequence, an information retrieval system without term frequency normalisation produces biased results and favours long documents.