Toward constructing evidence-based legal arguments using legal decision documents and machine learning.
Kevin D. AshleyVern R. WalkerPublished in: ICAIL (2013)
Keyphrases
- legal documents
- machine learning
- legal information
- legal argument
- legal cases
- case law
- legal texts
- logical structure
- information retrieval
- legal knowledge
- practical reasoning
- electronic documents
- feature selection
- legal information retrieval
- legal reasoning
- decision making
- data analysis
- natural language processing
- document collections
- decision rules
- document classification
- learning algorithm
- supervised learning
- automatic text categorization
- artificial intelligence
- computer vision
- knowledge base
- decision trees
- keywords
- information extraction
- web documents
- text classification
- decision makers
- xml documents
- digital libraries
- reinforcement learning
- decision problems
- document retrieval
- text categorization
- argumentation schemes
- artificial intelligence and law
- information retrieval systems