# Estonian Text Simplification

This repository contains resources and models for Estonian text simplification, including datasets and pre-trained models.

## Files
### Dataset Files
- **`simplification_training_set.json`**: A dataset used to fine-tune LLaMA 3.1 for text simplification.
src - contains the source of the data
original - contains the original sentence to be simplified
simpl_lex - contains a lexical simplification. It can be empty.
simpl_final -contains the final simplification
- **`manually_checked_simplifications.json`**: Simplifications verified by human raters.
original - the original sentence to be simplified 
simplified - the automatically simplified sentence
corrected - the sentence corrected by the annotator

### Models
- **`llama31-model.zip`**: A fine-tuned version of LLaMA 3.1 for Estonian text simplification on simplification_training_set.json
- **`openNMT-SimplificationModel.pt`**: An OpenNMT model trained for Estonian text simplification.

## How to Use
1. Download the dataset files for analysis or further fine-tuning.
2. Use the models in your text simplification pipelines. 


## Licensing
CC BY

## Citation
These resources were created in the EKTB55 project "Teksti lihtsustamine eesti keeles."