Dataset Store
Expert Q&A
Korean Q&A dataset across domains such as law, finance, and medicine. Over 3.8 million high-quality answer sets consisting of general public questions and verified expert answers
Dataset Store
Expert Q&A
Korean Q&A dataset across domains such as law, finance, and medicine. Over 3.8 million high-quality answer sets consisting of general public questions and verified expert answers.
Expert Q&A Dataset across diverse categories
TAG
Format
Volume
MOQ
Expert Q&A Dataset across diverse categories
Format
Volume
MOQ
*All text are in Korean
Spec
(Based on AnswerVolume*)
Category / Volume(sets)
Law
Medicine
Pharma
Biz · FInance
Insurance
Science
HR · Labor
Tax · Accounting
Real Estate
Childcare
140K
920K
340K
320K
200K
380K
430K
180K
150K
180K
(Based on AnswerVolume*)
Category / Volume(sets)
Legal
Science
140K
380K
Medicine
HR · Labor
920K
430K
Pharma
Tax · Taxation
340K
180K
Biz · Finance
Real Estate
320K
150K
Insurance
Parenting · Childcare
200K
180K
Data covering diverse additional fields, including Humanities · Arts, Dentistry, Traditional Korean Medicine, Trade, Financial Planning, Traffic Accidents, Nutrition · Diet, and Pet Animals, are also available.
* Counting Criterion
The price policy varies depending on which of the two methods below is selected.
1) Answer-Based Volume: Duplicated questions may be included in the dataset if multiple answers exist for a single question(Q:A=1:N)
2) Question-Based Volume: Evene if multiple exist for a single question, the best answer is selected via an internal logic, resulting in a 1:1 match(Q:A=1:1)
Features
Examples
Law
User Questions
Can I sell real estate without a Certificate of Title(Deed)? I am in the process of selling real estate and heard that a Certificate of Title is required among the necessary documents. After searching my home, I found it is missing, likely lost. Does this mean I cannot sell the property without the Certificate of Title…
Expert Answers
The Certificate of Title (Deed) under the former Real Estate Registration Act has been replaced by the current Registration Completion Information System. Even if the Certificate of Title (Deed) issued under the former law is lost or destroyed, it is absolutely never reissued. However, if you have lost…
Tax· Taxation
User Questions
If I have two businesses, is the progressive tax rate applied separately when reporting income? Hello. I plan to run two businesses: a mail-order business and a registered rental business. If the mail-order business and the rental business each generate 10 million KRW in income, when I file income tax, will the mail-order business’s 10 million KRW…
Expert Answers
Unlike corporations, business owners (sole proprietors) are considered the same individual even when operating multiple businesses concurrently, so their income will be aggregated for taxation. In other words, the income will not be taxed separately by 10 million KRW each; rather, the progressive …
Application Fields
Improve Generalization
Train models using Q&A collected from diverse fields and numerous users. This effectively enhances the model's generalization capability to stably respond to new subjects or unfamiliar question formats.
LLM Performance Improvement
Possesses a clear and simple Q&A pair structure. This allows for immediate deployment in advanced training techniques like Few-shot Learning or Instruction Tuning with0ut complex preprocessing.
Trainig of NLP Models
Training reflects real-world Q&A patterns. This simultaneously trains the AI model for both Natural Language Understanding (NLU) and Natural Language Generation (NLG), enhancing accurate communication skills.
Evaluation Data
Used to evaluate model response errors. It is utilized to periodically check and refine key AI model performance metrics such as factual accuracy, response consistency, and logic, thereby enhancing model completeness.
Expert Chatbot Development
Enables intensive learning of specialized language for industries (e.g., medicine, finance). Effective for building domain-specific chatbots and expert-level QA systems when combined with professional literature.
Expert Information Retrieval
Training is based on Q&A data composed of verified expert answers. Directly utilized in building AI systems that provide users with highly reliable information along with objective reasoning.
Applicable to diverse other use cases.