Method and apparatus providing a binary representation of a document storing unstructured data. A unique word identifier is obtained for each word included in the document. A word select vector includes positions identified by different word identifiers. A 1-bit value is stored at positions identified by the word identifiers of the words included in the document. A unique position identifier is further assigned to each word appearing in the document. A word use set includes vectors for each unique word identifier for which a 1-bit is stored in the word select vector. Each vector in the word use set indicates the position identifiers of the instances of a particular word included in the document. Once the binary representation is generated, it may be efficiently searched to determine whether particular words appear in the document.

 
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