Term Frequency

The number of occurrences of a word ww in a document dd.

The normalized term frequency is divided by the size of the document dd.

tf(w,d)=nd\operatorname{tf}(w, d)=\frac{n}{\mid d\mid}

where nn is the number of occurrences of ww in dd.

They are induced by adding up one hot Word Embeddings, see TF-IDF Word Embedding

Also see Inverse Document Frequency.