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 |
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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.
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Models trained or fine-tuned on SantmanKT/hr-intent-dataset