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Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches
Although these document characteristics should be differently handled, all previous methods of term frequency normalization have ignored these differences and have used a simplified length-driven approach which decreases the term frequency by only the length of a document, causing an unreasonable penalization.
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