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Multilingual Evaluation about gptscore HOT 2 CLOSED

mshen2 avatar mshen2 commented on August 20, 2024
Multilingual Evaluation

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Comments (2)

jinlanfu avatar jinlanfu commented on August 20, 2024

Hi, thanks for your interest in our paper!

If you choose GPT3 as the backbone, GPTScore supports multiple languages. When applying GPTScore to other languages, please consider the following:
(1) GPTScore supports various backbones, including OPT, GPT2, T5-FLAN, and GPT3. However, OPT, GPT2, and T5-FLAN do not inherently support multiple languages. To overcome this limitation, you can utilize multilingual models such as mT5 instead.
(2) The samples used for demonstration purposes are in English. When testing GPTScore in other languages, such as Chinese, it is advisable to replace the demonstration samples with samples in the target language (e.g., Chinese). This substitution may result in improved performance.

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mshen2 avatar mshen2 commented on August 20, 2024

Thanks for the explanation, these are very useful suggestions!

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