metadata
license: mit
language:
- mt
tags:
- embeddings
- maltese
Dataset Summary
This repository contains three distinct datasets focusing on Maltese word embeddings:
GloVe Maltese Word Embeddings Embeddings generated using GloVe on the "korpus_malti" dataset, the largest Maltese corpus available.
Word2Vec Maltese Word Embeddings Word embeddings for Maltese obtained using Word2Vec trained on the "korpus_malti" dataset.
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