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