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Datasets:
LocalLLaMA
/
typed-extraction

Tasks:
Token Classification
Question Answering
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
typed-extraction
File size: 2,157 Bytes
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{
 "test": {
  "cases": 1690,
  "fields": 17733,
  "null_share": 0.311,
  "by_family": {
   "squad2": 200,
   "drop": 198,
   "cuad": 102,
   "claim_email": 80,
   "invoice": 80,
   "lease": 80,
   "itinerary": 80,
   "shipping_notice": 80,
   "job_posting": 80,
   "bank_statement": 80,
   "medical_appointment": 100,
   "meeting_notes": 100,
   "real_estate_listing": 100,
   "wikipedia": 300,
   "extractbench": 30
  },
  "fields_by_family": {
   "squad2": 1908,
   "drop": 1684,
   "cuad": 4182,
   "claim_email": 617,
   "invoice": 681,
   "lease": 770,
   "itinerary": 608,
   "shipping_notice": 607,
   "job_posting": 609,
   "bank_statement": 608,
   "medical_appointment": 760,
   "meeting_notes": 659,
   "real_estate_listing": 961,
   "wikipedia": 964,
   "extractbench": 2115
  },
  "fields_by_origin": {
   "converted": 9889,
   "constructed": 6880,
   "distant": 964
  },
  "fields_by_type": {
   "text": 5278,
   "number": 3480,
   "list": 6854,
   "date": 1119,
   "duration": 442,
   "datetime": 380,
   "time": 180
  },
  "present_by_source": {
   "span": 8192,
   "computed": 1926,
   "relative": 86,
   "normalised": 2020
  },
  "held_out_fields": 2380
 },
 "train": {
  "cases": 9642,
  "fields": 74014,
  "null_share": 0.197,
  "by_family": {
   "squad2": 3000,
   "drop": 1492,
   "cuad": 150,
   "claim_email": 500,
   "invoice": 500,
   "lease": 500,
   "itinerary": 500,
   "shipping_notice": 500,
   "job_posting": 500,
   "bank_statement": 500,
   "wikipedia": 1500
  },
  "fields_by_family": {
   "squad2": 20054,
   "drop": 12971,
   "cuad": 8101,
   "claim_email": 3800,
   "invoice": 4297,
   "lease": 4801,
   "itinerary": 3801,
   "shipping_notice": 3807,
   "job_posting": 3803,
   "bank_statement": 3815,
   "wikipedia": 4764
  },
  "fields_by_origin": {
   "converted": 41126,
   "constructed": 28124,
   "distant": 4764
  },
  "fields_by_type": {
   "text": 37474,
   "number": 17130,
   "list": 11334,
   "duration": 1513,
   "date": 5563,
   "datetime": 500,
   "time": 500
  },
  "present_by_source": {
   "span": 44482,
   "computed": 9387,
   "relative": 516,
   "normalised": 5046
  },
  "held_out_fields": 0
 }
}