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legal-nlp-guide
NLP techniques for legal text analysis, case law mining, and contracts
skills/domains/law/legal-nlp-guide/SKILL.md
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# Legal NLP Guide
A skill for applying natural language processing techniques to legal texts. Covers legal document classification, named entity recognition for legal entities, contract clause extraction, case law similarity search, and court opinion summarization using modern NLP tools.
## Legal Text Characteristics
Legal language presents unique NLP challenges:
- **Long documents**: Court opinions average 5,000-20,000 tokens; contracts can exceed 50,000
- **Domain-specific vocabulary**: Terms of art with precise legal meanings (e.g., "consideration", "estoppel")
- **Complex syntax**: Multi-clause sentences with nested qualifications and cross-references
- **Citation networks**: Dense cross-referencing between cases, statutes, and regulations
- **Temporal reasoning**: Effective dates, amendments, and retroactivity
