Contract-Related NLP Task: Difference between revisions
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(Created page with "A Contract-Related NLP Task is a legal NLP task that involves processing and understanding language used in legal documents, especially contracts. * <B>Context:</B> ** It can (typically) involve Semantic Analysis to extract the meaning from legal texts. ** It can (often) include Named Entity Recognition to identify legal entities, contractual obligations, and conditions within text. ** It can range from simple Text Classification of documents...") |
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Revision as of 08:11, 24 April 2024
A Contract-Related NLP Task is a legal NLP task that involves processing and understanding language used in legal documents, especially contracts.
- Context:
- It can (typically) involve Semantic Analysis to extract the meaning from legal texts.
- It can (often) include Named Entity Recognition to identify legal entities, contractual obligations, and conditions within text.
- It can range from simple Text Classification of documents to complex Contract Clause-to-Provision Transformation Tasks.
- It can utilize Machine Learning Models trained on legal datasets to perform tasks like Contract Summarization and Legal Entity Extraction.
- It can require handling of Legal Terminology and understanding of legal frameworks to ensure accuracy in tasks like Compliance Checking.
- ...
- Example(s):
- an Automated Contract Review System that identifies critical clauses like indemnities, liabilities, and termination rights.
- a Document Analysis Tool that classifies sections of a contract based on their legal significance and requirements.
- ...
- Counter-Example(s):
- General Text Parsing Tasks, which may involve parsing of everyday language texts without specific emphasis on legal jargon or structured legal content.
- ...
- See: Semantic Analysis, Legal Document Analysis, Contract Clause-to-Provision Transformation Task