Academic Questions & Answers

The Academic Q&A dataset features 100 million question–answer pairs on a wide range of academic subjects including STEM. Each entry contains a user-generated question and a corresponding expert-provided solution, making it ideal for training, fine-tuning and evaluating AI models in reasoning, tutoring, question answering and academic problem-solving.

Use this dataset for:

- Synthetic Question and Solution Generation: Leverage the dataset as a reference base to train models that can automatically generate new, diverse academic questions and expert-level answers, helping scale educational resources or populate learning apps with fresh content.

AI use cases:

- Content Moderation and Quality Control for EdTech: Use the dataset to train AI moderation models that assess the accuracy, clarity and appropriateness of educational content. This helps detect misleading or low-quality responses before they reach learners.

- Academic Reasoning Models: Fine-tune LLMs to perform structured problem-solving and logical reasoning in complex academic domains. The dataset supports models that can articulate multi-step solutions and justify answers, mimicking expert human reasoning.

Technical Specifications

• Type: Text
• Language: English
• Quantity: 100,000,000 pairs
• Domain: Academic
• File Format: JSON
• Metadata: where available/applicable questionid and answerid, questiontype and answertype (e.g. text only vs. text + image), field of study (subject category), course and topic, text format (latex, markdown, or plain text), image paths (question and/or answer), source url for original page (if retained), timestamp or creation date, customer signals (upvotes, downvotes, bookmark counts)

Why Choose Our Dataset?

Ethical Data Collection

At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity. Download our Ethical AI Manifesto.

Tailored to Your Needs

We understand the uniqueness of every project. That's why we offer customizable dataset solutions to match your specific requirements, from particular object classes to desired languages and formats. Our goal is to deliver data that not only meets but exceeds your project expectations.

Partnering for Innovation

Selecting Defined.ai as your data partner opens doors to innovation. Our datasets are foundational elements for developing sophisticated AI models across various applications. With us, you gain more than just data; you leverage our expertise and dedication to advancing AI technology.