---
license: cc-by-4.0
language:
- si
---

This repository contains a **vector database created from the [`polyglots/MADLAD_CulturaX_cleaned`](https://huggingface.co/datasets/polyglots/MADLAD_CulturaX_cleaned) dataset**. The database was used for the **Retrieval-Augmented Generation (RAG)** experiments in our LMSpell paper.

### Reference

> A. Gunathilake, N. Karunarathna, T. Bandaranayake, S. Ranathunga, N. de Silva, and N. Jayatilleke, "LMSpell: Spell Correction with Pre-Trained Language Models," *2026 Moratuwa Engineering Research Conference (MERCon)*, Moratuwa, Sri Lanka, 2026, pp. 503–508.

* **Paper:** https://doi.org/10.1109/MERCon71835.2026.11691371
* **Preprint:** https://arxiv.org/html/2512.05414v3
* **Project:** https://github.com/Nadil-K/lm-spell