Chinese Language Arithmetic Training Set

Mastering mathematical concepts through the medium of Chinese characters requires specialised resources that blend linguistic immersion with numerical problem-solving. These records provide a vast collection of exercises ranging from fundamental arithmetic—such as addition and subtraction—to more sophisticated operations including exponentiation and square roots. By integrating language and logic, the information facilitates the development of educational tools and the training of language models designed to interpret mathematical expressions in a non-English script.

The information is delivered in a single CSV file titled train.csv with a file size of approximately 108.49 MB. It contains 1,000,000 valid records, featuring 660,214 unique values. The data exhibits high integrity with a 100% validity rate and no mismatched or missing entries reported across the entries. This is a static release, and the expected update frequency is set to never.

This resource is ideal for training natural language processing models to recognise and solve mathematical problems in Chinese. It is well-suited for building educational applications for Mandarin learners or for creating automated tutoring systems that bridge the gap between language and mathematics. Researchers can also use the text entries to analyse the linguistic patterns of technical terminology within a cultural context.

The scope is linguistically focused on the Chinese language, covering basic and advanced mathematical operations. The collection offers a massive volume of entries to ensure variety in problem types, from simple division to complex square roots. As a static release, it represents a fixed snapshot of exercise formats used for training and educational purposes.

CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication

Mandarin language learners can leverage these exercises to practice reading proficiency and familiarise themselves with technical vocabulary. Data scientists may utilise the large-scale records to fine-tune large language models for specialised technical tasks involving non-Latin scripts. Furthermore, educators can find this a valuable source of inspiration for creating bilingual curriculum materials and exploring different educational practices.

Original Data Source: Chinese Language Arithmetic Training Set