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--- |
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license: mit |
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task_categories: |
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- text-classification |
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language: |
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- ka |
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size_categories: |
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- 1M<n<10M |
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--- |
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# Georgian-Homonym-Disambiguation |
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This repository contains all the datasets for the Georgian homonym disambiguation task. |
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For more specific details you can read my <a href="https://github.com/davmels/Georgian-Homonym-Disambiguation/blob/main/homonym_disambiguation_in_the_georgian_language.pdf">article</a> |
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## Dataset |
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At this point I've considered only the homonym: "ბარი" and it's different grammatical forms obtaining 7522 sentences. |
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The "dataset.parquet" includes: |
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- 763 sentences using "ბარი" as a "shovel" labaled with 0 |
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- 1846 sentences using "ბარი" as a "lowland" labeld with 1 |
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- 3320 sentences using "ბარი" as a "cafe" labeled with 2 |
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- 1593 sentences where the homonym is used in a different context, labeled with 3 (Although these sentences could be further classified by the definitions of the homonyms, for this project I've ignored other usages). |
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the column 'homonym_index' contains the index of the homonym in the sentence, that is, the index of the word which is the homonym. |
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The "full-homonym-sentences-ბარ.txt" includes the sentences which contain the homonym "ბარი" and it's various grammatical forms. These sentences were limited to a |
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maximum length of 13 words, with the homonym positioned in the middle of each sentence. They are around 28000 and are not labelled. |
