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The “zero-shot” performance of BERT pretrained on Wikipedia corpora from 104 languages (M-BERT) for the 3 sentence categories in terms of micro-F-scores.
| Evaluation/Fine-tuning | English-only | Chinese-only | Chinese-English mixed |
| English-only | 0.93 | 0.42 | 0.57 |
| Chinese-only | 0.59 | 0.96 | 0.65 |
| Chinese-English mixed | 0.80 | 0.94 | 0.87 |
