7. A computerized auditing method comprising: receiving, via a processor, a data file comprising one or more auditable items, each auditable item being a line item from an insurance claim file, where each auditable item comprises a word string having one or more words; translating, using the processor, each word string for each auditable item using one or more translation steps into a translated item description; comparing, using the processor, each translated item description to a plurality of terms to generate matching information; associating, using the processor, each translated item description with an item identifier based on the matching information; using the processor, accepting or rejecting each auditable item based on the item identifier and one or more rules associated with the data file; and for each predetermined item: determining whether the word string satisfies a condition associated with the predetermined item; and if the word string satisfies the condition, generating the translated item description; wherein translating the word string comprises: applying one or more rules from a plurality of rules to the word string, wherein each rule is associated with a logic for processing the word string; determining whether the word string contains one or more predetermined items; and if the word string contains one or more predetermined items, for each predetermined item, processing the word string based on the predetermined item.
7. A computerized auditing method comprising: receiving, via a processor, a data file comprising one or more auditable items, each auditable item being a line item from an insurance claim file, where each auditable item comprises a word string having one or more words; translating, using the processor, each word string for each auditable item using one or more translation steps into a translated item description; comparing, using the processor, each translated item description to a plurality of terms to generate matching information; associating, using the processor, each translated item description with an item identifier based on the matching information; using the processor, accepting or rejecting each auditable item based on the item identifier and one or more rules associated with the data file; and for each predetermined item: determining whether the word string satisfies a condition associated with the predetermined item; and if the word string satisfies the condition, generating the translated item description; wherein translating the word string comprises: applying one or more rules from a plurality of rules to the word string, wherein each rule is associated with a logic for processing the word string; determining whether the word string contains one or more predetermined items; and if the word string contains one or more predetermined items, for each predetermined item, processing the word string based on the predetermined item. 8. The method of claim 7 further comprising: determining whether the translated item description was not generated; and if the translated item description was not generated, generating the translated item description based on a statistical estimation.