Benchmarking NLP Datasets

Hello Everyone,

I am a newbie in NLP research. My question is - How should we benchmark a new Language dataset/corpus (ex. dialogue dataset, q/a dataset) when there is no publicly available dataset for that particular language? Also what are the possible directions to perform evaluation on the newly prepared dataset. Need suggestions, please.

benchmarking datasets languagetechnology nlp