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README.md

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+# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1
+# Doc/guide: https://huggingface.co/docs/hub/datasets-cards
+{}
+---
+
+### 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