Corpus based classification of text in Australian contracts
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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]
Collections | ANU Research Publications |
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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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File | Description | Size | Format | Image |
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Curtotti_Corpus2010.pdf | 144.26 kB | Adobe PDF | ![]() |
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