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Datasets:
Siddhu077
/
some

Tasks:
Token Classification
Text Generation
Modalities:
Text
Formats:
json
Languages:
English
Hindi
Tamil
Size:
100K - 1M
Tags:
finance
banking
entity-extraction
indian-banking
sms
Synthetic
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
Dataset Viewer
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[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
[ { "role": "system", "content": "You are a financial entity extraction assistant specialized in Indian banking messages.\n\nYour task is to extract structured information from SMS, email, or bank statements.\n\nAlways output valid JSON with these fields (only include if found in the message):\n- amount: floa...
End of preview. Expand in Data Studio

FinEE Dataset

Samples Languages Banks

Dataset Description

A comprehensive dataset for training financial entity extraction models on Indian banking messages. Contains 152,000+ samples covering SMS, emails, and transaction notifications from major Indian banks.

Languages

  • English (en) - 86%
  • Hindi (hi) - 3%
  • Tamil (ta) - 3%
  • Telugu (te) - 3%
  • Bengali (bn) - 3%
  • Kannada (kn) - 2%

Supported Transaction Types

  • UPI payments (PhonePe, GPay, Paytm)
  • NEFT/IMPS/RTGS transfers
  • Credit card transactions
  • Debit card transactions
  • EMI payments
  • Refunds and reversals
  • Salary credits
  • Bill payments

Covered Banks

HDFC, ICICI, SBI, Axis, Kotak, PNB, BOB, Canara, Union, IDBI, IndusInd, Yes Bank, Federal, South Indian, Karur Vysya, and more.

Covered Merchants

  • Food: Swiggy, Zomato, Zepto, BigBasket
  • Shopping: Amazon, Flipkart, Myntra, Meesho
  • Travel: Uber, Ola, IRCTC, MakeMyTrip
  • Investment: Zerodha, Groww, Upstox, Angel One
  • Bills: Airtel, Jio, electricity, gas
  • Entertainment: Netflix, BookMyShow, Hotstar

Dataset Structure

Data Fields 

{
  "input": "HDFC Bank: Rs.2,500 debited from A/c XX1234...",
  "output": {
    "amount": 2500.0,
    "type": "debit",
    "account": "1234",
    "bank": "HDFC",
    "merchant": "Swiggy",
    "category": "food",
    "is_p2m": true
  }
}

Instruction Format (ChatML) 

{
  "messages": [
    {"role": "system", "content": "You are a financial entity extraction assistant..."},
    {"role": "user", "content": "Extract financial entities from: ..."},
    {"role": "assistant", "content": "{\"amount\": 2500.0, ...}"}
  ]
}

Splits

Split Samples Description
train 137,267 Training data
valid 7,625 Validation data
test 7,627 Test data (held out)

Data Sources

  1. Real Data (2,419 samples)

    • Anonymized ICICI Bank SMS messages
    • Manually verified labels

  2. Synthetic Data (100,000 samples)

    • Grammar-based generation
    • Covers all bank templates
    • Realistic amount distributions

  3. Multilingual Synthetic (50,100 samples)

    • Hindi, Tamil, Telugu, Bengali, Kannada
    • Markov chain for realistic flow
    • Edge case oversampling

Usage

Load with Datasets 

from datasets import load_dataset

dataset = load_dataset("Ranjit0034/finee-dataset")

# Access splits
train = dataset["train"]
valid = dataset["valid"]
test = dataset["test"]

# Iterate
for example in train:
    print(example["input"])
    print(example["output"])

Load for Fine-tuning 

from datasets import load_dataset

# Load instruction format
dataset = load_dataset("Ranjit0034/finee-dataset", data_files={
    "train": "instruction/train.jsonl",
    "valid": "instruction/valid.jsonl"
})

Output Schema

Field Type Description
amount float Transaction amount in INR
type string "debit" or "credit"
account string Last 4 digits of account
bank string Bank name
date string Transaction date (YYYY-MM-DD)
time string Transaction time (HH:MM)
reference string UPI/NEFT reference number
merchant string Merchant name (P2M)
beneficiary string Person name (P2P)
vpa string UPI VPA address
category string Transaction category
is_p2m boolean true if merchant, false if P2P
balance float Balance after transaction
status string success/failed/pending

Categories

  • food - Restaurants, delivery
  • grocery - Supermarkets
  • shopping - E-commerce, retail
  • transport - Cab, fuel
  • travel - Flights, hotels
  • bills - Utilities, recharge
  • entertainment - Movies, streaming
  • healthcare - Medical, pharmacy
  • investment - Stocks, mutual funds
  • transfer - P2P transfers
  • salary - Income
  • emi - Loan payments

Citation 

@dataset{finee_dataset,
  title={FinEE Dataset: Indian Financial Entity Extraction},
  author={Ranjit Behera},
  year={2026},
  url={https://huggingface.co/datasets/Ranjit0034/finee-dataset}
}

License

Apache 2.0

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