---
license: mit
task_categories:
- text-classification
language:
- ka
size_categories:
- 1M<n<10M
---
# Georgian-Homonym-Disambiguation
This repository contains all the datasets for the Georgian homonym disambiguation task.

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>

## Dataset
At this point I've considered only the homonym: "ბარი" and it's different grammatical forms obtaining 7522 sentences.

The "dataset.parquet" includes:

- 763 sentences using "ბარი" as a "shovel" labaled with 0
- 1846 sentences using "ბარი" as a "lowland" labeld with 1
- 3320 sentences using "ბარი" as a "cafe" labeled with 2 
- 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).

the column 'homonym_index' contains the index of the homonym in the sentence, that is, the index of the word which is the homonym.

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
maximum length of 13 words, with the homonym positioned in the middle of each sentence. They are around 28000 and are not labelled.