A Survey on Awesome Korean NLP Datasets

TL;DR

This survey reviews 15 key Korean NLP datasets, providing detailed summaries and practical guidance to support researchers developing Korean language processing technologies.

Contribution

It offers a comprehensive overview of Korean NLP datasets, including detailed descriptions, statistics, and practical instructions, facilitating research and development in Korean NLP.

Findings

15 Korean NLP datasets summarized with key details

High-resolution instructions and dataset statistics provided

A single table summarizes main characteristics of datasets

Abstract

English based datasets are commonly available from Kaggle, GitHub, or recently published papers. Although benchmark tests with English datasets are sufficient to show off the performances of new models and methods, still a researcher need to train and validate the models on Korean based datasets to produce a technology or product, suitable for Korean processing. This paper introduces 15 popular Korean based NLP datasets with summarized details such as volume, license, repositories, and other research results inspired by the datasets. Also, I provide high-resolution instructions with sample or statistics of datasets. The main characteristics of datasets are presented on a single table to provide a rapid summarization of datasets for researchers.