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lihaoyang-ruc avatar lihaoyang-ruc commented on July 30, 2024

Yes, I only use CSpider (Chinese version of Spider) dataset to fine-tune mT5, which contains 7000 (+1659) training examples.

However, honestly, I don't know how much data you need to prepare. Ultimate performance depends on the quality and quantity of the training data as well as the capabilities of the foundation model (e.g., we use T5 for English Spider and mT5 for Chinese CSpider).

In my experiments, I found that the Chinese capability of mT5 is not that strong, which may be due to the existence of the "curse of multilinguality". Therefore, choosing a suitable and powerful Persian language model is also important.

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lihaoyang-ruc avatar lihaoyang-ruc commented on July 30, 2024

For a detailed description of the term "curse of multilinguality", please refer to https://aclanthology.org/2020.acl-main.747.pdf.

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SepehrAminiAfshar avatar SepehrAminiAfshar commented on July 30, 2024

Thank you for your answer and the heads up!
It is much appreciated.

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