SantmanKT/hr-intent-dataset
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… See the full description on the dataset page: https://huggingface.co/datasets/SantmanKT/hr-intent-dataset.
annotationscreators: [machine-generated, human-validated] languagecreators: [crowdsourced] language: [en] license: cc-by-4.0 multilinguality: [monolingual] prettyname: HR Intent Classification Dataset sizecategories: [n<1K] sourcedatasets: [] taskcategories: [text-classification] taskids: [intent-classification] paperswithcodeid: null ---
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
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.