Exploring the Challenges and Limitations of Unsupervised Machine Learning Approaches in Legal Concepts Discovery.
Philippe Prince-TrittoHiram PoncePublished in: MICAI (2) (2023)
Keyphrases
- machine learning approaches
- machine learning
- machine learning methods
- machine learning algorithms
- unsupervised learning
- logical structure
- concept learning
- real world
- question classification
- key issues
- data mining methods
- lessons learned
- semi supervised
- knowledge discovery
- scientific discovery
- conceptual retrieval
- legal texts
- legal documents
- machine learning models
- domain ontology
- data driven
- background knowledge
- open issues
- discovery process
- data mining
- search engine
- neural network
- similarity measure
- legal information
- legal issues