COMPUTER-IMPLEMENTED SYSTEMS AND METHODS OF PERFORMING CONTRACT REVIEW

摘要

The presently disclosed subject matter provides techniques for the automation of legal document review and creation of summary documents. The disclosed subject matter can be operated in training mode or classification mode. A preprocessor generates candidate items and associated features from input documents. Candidate items can be presented to a machine learning classifier, which classifies them as relevant or not relevant to a given legal category. A summary document can be provided including the relevant candidates.

主权项

1. A method for generating a human-readable summary from one or more electronic documents comprising:
selecting, using a processing arrangement, one or more candidate items from the one or more electronic documents, each having at least one corresponding associated feature; classifying each of the one or more candidate items as relevant or irrelevant to a category, based on the at least one corresponding associated feature; and producing a human-readable summary comprising the each of the one or more candidate items classified as relevant.