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This model is capable of determining the definition of the homonym located at the position marked by the [MASK] token.
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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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