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--- |
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license: mit |
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language: |
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- mt |
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tags: |
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- embeddings |
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- maltese |
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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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### Contributors |
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- Daniil Gurgurov |
