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--- |
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license: mit |
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datasets: |
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- davmel/ka_homonym_disambiguation |
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language: |
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- ka |
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--- |
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<iframe |
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src="https://davmel-georgian-homonym-disambiguation.hf.space" |
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frameborder="0" |
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width="850" |
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height="450" |
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></iframe> |
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This model is capable of determining the definition of the homonym "ბარი" located at the position marked by the [MASK] token. |
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It is a simple Transformer model trained on a hand classified dataset comprising 6000 hand-classified sentences. |
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I've masked the homonyms from the sentences and replaced them with their synonyms according to the definitions used. For example, I replaced ”ბარი” with ”დაბლობი” (lowland) where the homonym referred to the field. |
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The model predicts "თო" when it interprets the homonym as "Shovel," "დაბ" when it interprets it as "lowland," and "კაფე" when it interprets it as "Cafe." |
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My fine-tuned transformer model is based on a pre-trained transformer model which was downloaded from: https://huggingface.co/Davit6174/georgian-distilbert-mlm |
