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--- |
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language: en |
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license: mit |
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tags: |
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- hr |
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- policies |
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- compliance |
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- qa |
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- synthetic-data |
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- dataset-for-llm-training |
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- free-datasets |
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pretty_name: HR Policies Q&A Dataset |
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--- |
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# 📚 HR Policies Q&A Dataset |
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## 🔎 Overview |
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This dataset provides **multi-turn Q&A conversations** on **HR policies and compliance**, formatted with `system`, `user`, and `assistant` roles. |
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It is designed for: |
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- 🤖 **LLM fine-tuning** |
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- 💬 **HR & compliance chatbots** |
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- 🏢 **Enterprise policy automation** |
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By covering **real-world HR scenarios** — such as **policy reviews**, **compliance processes**, and **employee communication** — this dataset helps train assistants that can: |
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✅ Clarify company policies |
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✅ Ensure consistent employee communication |
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✅ Reduce HR team workload |
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✅ Support compliance and governance initiatives |
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--- |
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## 📝 Example Entries |
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| Role | Content | |
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|-------------|-------------------------------------------------------------------------| |
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| **system** | You are an informative assistant. | |
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| **user** | How often is the company policy reviewed and updated? | |
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| **assistant** | The company policy is reviewed annually and updated as necessary to ensure ongoing compliance with applicable laws and best practices. | |
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| Role | Content | |
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|-------------|-------------------------------------------------------------------------| |
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| **system** | You are an informative assistant. | |
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| **user** | Who should I contact if I have questions about the Anti-Bribery and Anti-Corruption Policy? | |
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| **assistant** | You should contact the Compliance Team. You can reach them at the designated HR or compliance email address provided by your organization. | |
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--- |
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## 🌟 Why This Dataset Matters |
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HR teams often face **repetitive queries** about leave rules, compliance obligations, and policy updates. |
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By using this dataset, developers can build HR assistants that: |
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- ⚡ Automate policy FAQs |
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- 🙋 Improve employee experience |
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- 🔒 Maintain compliance at scale |
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👉 This makes it a **practical dataset for LLM training in enterprise environments**. |
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--- |
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## 🚀 Quick Links |
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- [📥 **Get Dataset Now**](https://huggingface.co/datasets/syncora/hr-policies-qa-dataset/blob/main/dataset.jsonl) |
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- [📓 **Open Notebook**](https://huggingface.co/datasets/syncora/hr-policies-qa-dataset/blob/main/HR_policy_dataset.ipynb) |
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- [⚡ **Generate Synthetic Data**](https://huggingface.co/spaces/syncora/synthetic-generation) |
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--- |
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## 📂 Dataset Details |
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- **Domain:** HR Policies and Compliance Communication |
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- **Format:** JSON (multi-turn conversations with `system`, `user`, `assistant`) |
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- **Best for:** |
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- 🤖 HR chatbot training |
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- 📑 Policy and compliance assistants |
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- 👩💼 Employee support automation |
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- **Category:** Free datasets for LLM training |
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--- |
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## 🛠️ Synthetic Data Generation with Syncora.ai |
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This dataset was enhanced using **Syncora.ai’s synthetic data generation pipeline**. |
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Our process ensures: |
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- 🟢 **Simplicity:** Easy to generate synthetic data |
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- 🟢 **Reliability:** High-quality, structured outputs |
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- 🟢 **Privacy-first:** Sensitive details removed, safe for enterprise use |
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If you need **custom datasets for LLM training**, visit [🌐 Syncora.ai](https://syncora.ai). |
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--- |
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## 📜 License |
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Open for research and educational use. |
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