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AnuragBodkhe
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contractguard-clause-classifier

Text Classification
Transformers
Safetensors
English
legal-nlp
legal-bert
contract-analysis
clause-classification
legaltech
contractguard
Model card Files
xet
 Community
contractguard-clause-classifier
File size: 3,593 Bytes
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{
  "strategy": "document-level hash bucketing, seed chosen for label coverage",
  "ratios": [
    0.7,
    0.15,
    0.15
  ],
  "seed": 42,
  "documents": {
    "train": 55289,
    "validation": 11705,
    "test": 11901
  },
  "examples": {
    "train": 61483,
    "validation": 13151,
    "test": 13481
  },
  "label_distribution": {
    "train": {
      "OTHER": 11022,
      "TERM_AND_DURATION": 2108,
      "RENEWAL": 124,
      "GOVERNING_LAW": 3195,
      "EXCLUSIVITY": 525,
      "NON_SOLICITATION": 89,
      "ASSIGNMENT": 2005,
      "PAYMENT": 3983,
      "SCOPE_OF_WORK": 895,
      "LICENSE_GRANT": 561,
      "SURVIVAL": 1614,
      "WARRANTY": 572,
      "INSURANCE": 1388,
      "DISPUTE_RESOLUTION": 3744,
      "CHANGE_OF_CONTROL": 487,
      "AUDIT_RIGHTS": 737,
      "LIABILITY": 512,
      "TERMINATION": 1640,
      "NON_COMPETE": 241,
      "INTELLECTUAL_PROPERTY": 679,
      "PUBLICITY": 672,
      "WAIVER": 1330,
      "COMPLIANCE": 2306,
      "COUNTERPARTS": 2269,
      "INDEMNIFICATION": 1086,
      "REPRESENTATIONS": 4611,
      "WORKING_ARRANGEMENT": 572,
      "ENTIRE_AGREEMENT": 2655,
      "NOTICES": 2292,
      "SEVERABILITY": 1988,
      "TAXES": 1847,
      "EXPENSES": 1206,
      "AMENDMENT": 1592,
      "CONFIDENTIALITY": 936
    },
    "validation": {
      "OTHER": 2231,
      "ASSIGNMENT": 456,
      "TERM_AND_DURATION": 405,
      "GOVERNING_LAW": 696,
      "PAYMENT": 871,
      "EXCLUSIVITY": 109,
      "CHANGE_OF_CONTROL": 114,
      "LICENSE_GRANT": 132,
      "SURVIVAL": 358,
      "DISPUTE_RESOLUTION": 844,
      "NON_COMPETE": 61,
      "NON_SOLICITATION": 23,
      "TERMINATION": 353,
      "SCOPE_OF_WORK": 185,
      "INTELLECTUAL_PROPERTY": 157,
      "AUDIT_RIGHTS": 164,
      "LIABILITY": 170,
      "WARRANTY": 133,
      "INSURANCE": 324,
      "RENEWAL": 23,
      "PUBLICITY": 130,
      "COUNTERPARTS": 481,
      "COMPLIANCE": 510,
      "EXPENSES": 262,
      "REPRESENTATIONS": 959,
      "ENTIRE_AGREEMENT": 556,
      "WAIVER": 260,
      "NOTICES": 458,
      "TAXES": 418,
      "CONFIDENTIALITY": 185,
      "WORKING_ARRANGEMENT": 154,
      "INDEMNIFICATION": 226,
      "AMENDMENT": 343,
      "SEVERABILITY": 400
    },
    "test": {
      "OTHER": 2296,
      "TERM_AND_DURATION": 493,
      "GOVERNING_LAW": 714,
      "LIABILITY": 128,
      "INSURANCE": 244,
      "RENEWAL": 41,
      "TERMINATION": 374,
      "ASSIGNMENT": 471,
      "PAYMENT": 876,
      "AUDIT_RIGHTS": 161,
      "SCOPE_OF_WORK": 205,
      "LICENSE_GRANT": 213,
      "SURVIVAL": 328,
      "NON_COMPETE": 47,
      "EXCLUSIVITY": 118,
      "CHANGE_OF_CONTROL": 113,
      "INTELLECTUAL_PROPERTY": 167,
      "DISPUTE_RESOLUTION": 871,
      "PUBLICITY": 145,
      "WARRANTY": 130,
      "NON_SOLICITATION": 15,
      "NOTICES": 480,
      "REPRESENTATIONS": 974,
      "COUNTERPARTS": 488,
      "CONFIDENTIALITY": 177,
      "ENTIRE_AGREEMENT": 576,
      "AMENDMENT": 342,
      "WAIVER": 335,
      "WORKING_ARRANGEMENT": 110,
      "INDEMNIFICATION": 235,
      "COMPLIANCE": 509,
      "TAXES": 400,
      "EXPENSES": 289,
      "SEVERABILITY": 416
    }
  },
  "ungrouped_datasets": [
    "LEDGAR"
  ],
  "leakage_check": "PASS - no document id appears in more than one split",
  "warnings": [
    "No document grouping was available for: LEDGAR. Their examples were split individually, so metrics on those datasets may be optimistic relative to a true document-level split."
  ]
}