A Study on the Appropriate size of the Mongolian general corpus
This work addresses the need for a standardized corpus size for Mongolian language processing, but it is incremental as it applies existing methods to a new language context.
This study tackled the problem of determining the appropriate size for a Mongolian general corpus by analyzing a sample of 906,064 tokens using the Heaps function and Type Token Ratio (TTR). The result showed that the TTR value stabilized when the token count reached 39 to 42 million, concluding this range as the appropriate corpus size.
This study aims to determine the appropriate size of the Mongolian general corpus. This study used the Heaps function and Type Token Ratio to determine the appropriate size of the Mongolian general corpus. The sample corpus of 906,064 tokens comprised texts from 10 domains of newspaper politics, economy, society, culture, sports, world articles and laws, middle and high school literature textbooks, interview articles, and podcast transcripts. First, we estimated the Heaps function with this sample corpus. Next, we observed changes in the number of types and TTR values while increasing the number of tokens by one million using the estimated Heaps function. As a result of observation, we found that the TTR value hardly changed when the number of tokens exceeded from 39 to 42 million. Thus, we conclude that an appropriate size for a Mongolian general corpus is from 39 to 42 million tokens.