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Corpus based classification of text in Australian contracts

Curtotti, Michael; McCreath, Eric

Description

Written contracts are a fundamental framework for commercial and cooperative transactions and relationships. Limited research has been published on the application of machine learning and natural language processing (NLP) to contracts. In this paper we report the classification of components of contract texts using machine learning and hand-coded methods. Authors studying a range of domains have found that combining machine learning and rule based approaches increases accuracy of machine...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Conference paper
URI: http://hdl.handle.net/10440/1263
Source: Proceedings of the Australasian Language Technology Association Workshop (ALTA 2010)

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