SantmanKT/DistilBert
Updated
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
intent-classification
Languages:
English
Size:
< 1K
License:
query
stringlengths 23
59
| context
stringclasses 12
values | intent
stringclasses 12
values |
|---|---|---|
Make an offer letter for Priya Sharma.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Check Priya Sharma’s contract.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Set up an interview for John Doe next week.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Give feedback on John Doe’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
I need a vacation from June 10 to 12.
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
What’s my leave balance?
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Update John Doe’s phone number.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Pull up John Doe’s employee file.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Sign Priya Sharma up for leadership training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Verify Priya Sharma finished cybersecurity training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
Submit John Doe’s conference travel expense.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Approve John Doe’s expense for team lunch.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Create an offer for Anil Kumar.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Review Anil Kumar’s contract before signing.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Book a chat with Sarah Lee for Monday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Share thoughts on Sarah Lee’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
Can I take July 15 off?
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
Check Anil Kumar’s leave balance.
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Change Sarah Lee’s address in the system.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Get Sarah Lee’s HR record.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Enroll Anil Kumar in project management training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Confirm Anil Kumar completed diversity training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
File Sarah Lee’s client meeting expense.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Okay Sarah Lee’s expense for the offsite.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Draft offer letter for Rajesh Gupta.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Go over Rajesh Gupta’s contract.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Arrange an interview for Lisa Brown next Tuesday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Comment on Lisa Brown’s interview performance.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
I want a break from August 1 to 5.
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
See how many leave days Rajesh Gupta has.
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Fix Lisa Brown’s job title in HR system.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
View Lisa Brown’s employee details.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Put Rajesh Gupta in data analysis training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Check if Rajesh Gupta finished Excel training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
Send Lisa Brown’s expense for team lunch.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Clear Lisa Brown’s expense for training seminar.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Prepare offer for Emma Watson.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Look at Emma Watson’s contract for errors.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Set up a meeting with Vikram Singh on Friday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Give notes on Vikram Singh’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
Need time off September 10 to 12.
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
How many leave days do I have?
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Update Vikram Singh’s email in the system.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Show Vikram Singh’s HR file.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Add Emma Watson to communication skills training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
See if Emma Watson completed HR compliance training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
Submit Vikram Singh’s expense for client dinner.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Approve Vikram Singh’s expense for conference fee.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Get an offer letter ready for David Lee.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Review David Lee’s contract for compliance.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Book an interview for Sophia Martinez next Thursday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Share feedback on Sophia Martinez’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
Can I have August 15 off?
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
Check David Lee’s leave balance for 2025.
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Change Sophia Martinez’s department to Marketing.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Look up Sophia Martinez’s employee record.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Enroll David Lee in time management training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Confirm David Lee finished software training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
File David Lee’s expense for client visit.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Okay David Lee’s expense for team offsite.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Send offer letter to Arjun Patel.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Check Arjun Patel’s contract before sending.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Arrange a Zoom call for Jane Smith next Monday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Give input on Jane Smith’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
I want a sick day next Monday.
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
How much leave do I have left?
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Update Jane Smith’s bank details in HR system.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Pull Jane Smith’s employee file for review.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Sign Arjun Patel up for diversity training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Verify Arjun Patel completed team-building workshop.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
Submit Jane Smith’s expense for New York trip.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Approve Jane Smith’s expense for client meeting.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Make offer for Rohan Mehta.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Go over Rohan Mehta’s contract for accuracy.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Set up interview for Alex Johnson next Wednesday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Comment on Alex Johnson’s interview performance.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
Need a break July 1 to 5.
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
Check Rohan Mehta’s leave balance.
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Fix Alex Johnson’s job title in the system.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
Get Alex Johnson’s HR record.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Add Rohan Mehta to agile methodology training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
See if Rohan Mehta finished leadership training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
File Rohan Mehta’s expense for team lunch.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Clear Alex Johnson’s expense for training seminar.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Create offer letter for Lisa Brown.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Review Lisa Brown’s contract for final approval.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Book a phone interview for Vikram Singh next Friday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Share notes on Vikram Singh’s interview.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
Can I take August 20 to 25 off?
|
{domain: HR, topic: leave management, subject: leave request}
|
request-leave
|
What’s Lisa Brown’s leave balance?
|
{domain: HR, topic: leave management, subject: leave balance check}
|
check-leave-balance
|
Change Vikram Singh’s department to IT.
|
{domain: HR, topic: employee records, subject: profile update}
|
update-employee-profile
|
View Vikram Singh’s employee details.
|
{domain: HR, topic: employee records, subject: access record}
|
access-employee-record
|
Enroll Lisa Brown in customer service training.
|
{domain: HR, topic: training, subject: training enrollment}
|
request-training
|
Confirm Lisa Brown completed communication skills training.
|
{domain: HR, topic: training, subject: training completion}
|
confirm-training-completion
|
Submit Vikram Singh’s expense for client visit.
|
{domain: HR, topic: expense management, subject: expense claim}
|
submit-expense
|
Okay Vikram Singh’s expense for conference trip.
|
{domain: HR, topic: expense management, subject: expense approval}
|
approve-expense
|
Send offer for Sophia Martinez.
|
{domain: HR, topic: onboarding, subject: offer letter}
|
generate-offer
|
Check Sophia Martinez’s contract before sending.
|
{domain: HR, topic: onboarding, subject: contract review}
|
review-contract
|
Arrange a virtual interview for David Lee next Monday.
|
{domain: HR, topic: recruitment, subject: interview scheduling}
|
schedule-interview
|
Give feedback on David Lee’s interview session.
|
{domain: HR, topic: recruitment, subject: candidate feedback}
|
provide-candidate-feedback
|
End of preview. Expand
in Data Studio
Dataset Card for HR Intent Dataset
Dataset Summary
A dataset for intent classification in enterprise HR workflows. Each row contains a user query, context (as a structured field with domain, topic, subject), and a label for the HR intent.
Supported Tasks and Leaderboards
- Intent Classification (text classification)
- Suitable for benchmarking BERT, RoBERTa, etc., on real-world HR requests.
Languages
English
Dataset Structure
Data Fields
query: The user's free-form text (string)context: HR domain info (stringified dict/object)intent: The label (string, e.g., "generate-offer" or "review-contract")
Example
| query | context | intent |
|---|---|---|
| Make an offer letter for Priya S... | {domain: HR, topic: onboarding, subject: offer} | generate-offer |
Uses
- Intended for training and evaluating intent classifiers for enterprise chatbots or workflow automation.
Ethical Considerations, Limitations
- Only English, only HR domain.
- Class balance: check or describe distribution.
- Not guaranteed to be bias-free; review intent coverage.
- Downloads last month
- -
Size of downloaded dataset files:
16.9 kB
Size of the auto-converted Parquet files:
5.72 kB
Number of rows:
132
Models trained or fine-tuned on SantmanKT/hr-intent-dataset