Deep Semantic Contract Parsing Task

A Deep Semantic Contract Parsing Task is a deep semantic parsing task creates deep semantic contract representations.

• Context:
  • It can (typically) involve extracting and structuring key information from legal texts, such as parties involved, obligations, rights, and conditions.
  • ...
• Example(s):
  • Office Lease Agreement Deep Semantic Contract Parsing, of office lease agreements.
  • Employment Contract Deep Semantic Contract Parsing, for parsing employment contracts to extract terms of employment, employee rights, and employer obligations.
  • Merger and Acquisition Contract Deep Semantic Contract Parsing, for analyzing merger and acquisition contracts to detail asset transfers, liabilities, and regulatory compliance issues.
  • Software Licensing Agreement Deep Semantic Contract Parsing, to interpret and structure terms in software licensing agreements, including usage rights, limitations, and renewal terms.
  • ...
• Counter-Example(s):
  • Structural Contract Parsing,
  • Syntactic Contract Parsing Task focuses on the grammatical structure rather than the meaning of the text.
  • Shallow Semantic Contract Parsing Task deals with a less complex analysis of legal documents, often focusing on basic meanings without deep interpretation.
  • Contract Summarization aims to provide a brief overview of a contract without detailed semantic analysis.
  • ...
• See: Contract Analysis, Legal Document Analysis, Text Mining, Machine Learning in Law.

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References

2024

• GPT-4

{
 "ContractTitle": "ABC Partner Terms of Service",
 "Parties": {
   "FirstParty": {
     "Name": "ABC, Inc.",
     "Role": "Service Provider"
   },
   "SecondParty": {
     "Name": "Publisher",
     "Role": "User of Services"
   }
 },
 "ServicesProvided": ["Job Listings", "Job Site", "Jobs API", "Job Widgets"],
 "KeyDefinitions": ["Affiliate", "API Documentation", "Click", "Gross Revenue"],
 "RightsAndObligations": {
   "ABC": {
     "Provides": ["Tools for Job Site Development", "Hosting Services", "Job Listings and Widgets"],
     "GrantsLicense": {
       "Type": "Non-exclusive, Non-transferable, Revocable",
       "Scope": ["Use of Code", "Job Site", "Widgets", "API"]
     }
   },
   "Publisher": {
     "ResponsibleFor": ["Setting Prices for Paid Job Listings", "Providing Customer Support"],
     "Restrictions": ["No Modification of Job Listings", "Prohibition of Decompiling Software", "No Altering Hyperlinks", "No Use of Job Listings as Leads List"]
   }
 },
 "IntellectualProperty": {
   "RightsProtection": true,
   "Elements": ["Patents", "Copyrights", "Trademarks", "Other Intellectual Property"]
 },
 "RevenueAndPayment": {
   "NetRevenueDefinition": "Defined",
   "GrossRevenueDefinition": "Defined",
   "RevenueHandling": ["Paid Job Listings", "Revenue Distribution"]
 },
 "TerminationAndDuration": {
   "Term": "Specified",
   "TerminationConditions": "Specified"
 },
 "LiabilitiesAndDisclaimers": "Not Visible in Provided Excerpt",
 "ComplianceWithLaws": "Expected",
 "DisputeResolution": "Expected"
}

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