JJEM: Special Edition 2 (December 2024)
JJEM: Special Edition 2 (December 2024)
2024-12-08
AI-Based Contract & Legal Document Generator using Machine Learning.
Ashwini S I & Santhosh S G
The legal document generation can be defined as an autonomic process of drafting legal documents wherein for any person or any legal user whether professional or lawyer, it can provide the right references and decisions. With the help of AI and machine learning, it is possible to generate legal documents in this paper. Examples of legal records include rental agreements, partnership agreements, loan agreements among others. For example, employing principles such as the Convolution Neural Network model and the Long Short-Term Memory model is wonderfully useful to lawyers as it creates legal writing. In a way, this has made things easier because it has reduced the amount of time that lawyers need to spend preparing their cases for trial. Besides that, it enhances the quality of case development since the best references and appropriate judgments are obtained. It also assists judges in making right decisions most especially in courtrooms and frequently during trials. AI and ML have indeed evolved significantly, especially in the recent past and they are increasingly being deployed in many areas including the legal field. this article presents the information about how the legal systems incorporating the artificial intelligence and machine learning technologies are deployed in the development of legal forms. In this paper, we demonstrate this by real case analysis and test results of AI as it is always excellent in coming up with a several legal documents such as contracts and wills among others
Text analysis, Convolution neural network model [CNN], Long Short-Term Memory Model [LSTM].