LexNLP: Natural language processing and information extraction for legal and regulatory texts.
Michael J. Bommarito IIDaniel Martin KatzEric M. DettermanPublished in: CoRR (2018)
Keyphrases
- information extraction
- natural language processing
- legal texts
- information extraction systems
- natural language text
- natural language generation
- text documents
- natural language
- named entity recognition
- linguistic analysis
- legal documents
- free text
- text processing
- legal knowledge
- text mining
- named entities
- linguistic patterns
- linguistic information
- precision and recall
- legal information
- computational linguistics
- relation extraction
- information retrieval
- machine translation
- text summarization
- question answering
- machine learning
- textual data
- wordnet
- knowledge resources
- legal reasoning
- conceptual retrieval
- part of speech
- semi structured
- web mining
- semantic relations
- relational learning
- artificial intelligence and law
- structured data
- word sense disambiguation
- language processing
- open domain
- conditional random fields
- web documents
- domain specific
- semantic analysis
- legal cases
- metadata
- knowledge base