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--- |
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language: |
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- ms |
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tags: |
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- paraphrase |
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metrics: |
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- sacrebleu |
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--- |
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# finetune-paraphrase-t5-small-standard-bahasa-cased |
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Finetuned T5 small on MS paraphrase tasks. |
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## Dataset |
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1. translated PAWS, https://huggingface.co/datasets/mesolitica/translated-PAWS |
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2. translated MRPC, https://huggingface.co/datasets/mesolitica/translated-MRPC |
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## Finetune details |
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1. Finetune using single RTX 3090 Ti. |
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Scripts at https://github.com/huseinzol05/malaya/tree/master/session/paraphrase/hf-t5 |
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## Supported prefix |
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1. `parafrasa: {string}`, for MS paraphrase. |
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## Evaluation |
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Evaluated on MRPC validation set and PAWS test set. |
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``` |
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{'name': 'BLEU', |
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'score': 61.559202822392486, |
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'_mean': -1.0, |
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'_ci': -1.0, |
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'_verbose': '86.0/68.4/56.1/46.3 (BP = 0.984 ratio = 0.984 hyp_len = 138806 ref_len = 141004)', |
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'bp': 0.9842896648933511, |
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'counts': [119394, 90149, 69905, 54500], |
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'totals': [138806, 131732, 124658, 117584], |
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'sys_len': 138806, |
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'ref_len': 141004, |
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'precisions': [86.0150137602121, |
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68.43363799228737, |
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56.07742784257729, |
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46.34984351612464], |
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'prec_str': '86.0/68.4/56.1/46.3', |
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'ratio': 0.9844117897364614} |
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``` |
