README.md

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."