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### 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
