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---
license: mit
language:
- mt
tags:
- embeddings
- maltese
---
### Dataset Summary
This repository contains three distinct datasets focusing on Maltese word embeddings:
1. **GloVe Maltese Word Embeddings**
Embeddings generated using GloVe on the "korpus_malti" dataset, the largest Maltese corpus available.
2. **Word2Vec Maltese Word Embeddings**
Word embeddings for Maltese obtained using Word2Vec trained on the "korpus_malti" dataset.
3. **PPMI Maltese Word Embeddings**
Pointwise Mutual Information (PPMI) based word embeddings generated from ConceptNet data via SVD on the co-occurrence matrix.
### Languages
- Maltese
## Dataset Creation
- GloVe and Word2Vec embeddings were trained using the largest Maltese dataset, "korpus_malti".
- Details of the training parameters for both GloVe and Word2Vec models can be found in the provided scripts.
- PPMI embeddings were trained using ConceptNet data and applying SVD on the co-occurrence matrix.
### Contributors
- Daniil Gurgurov |