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README.md
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- vietnamese
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- semantic_similarity
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# ViConBERT: Context-Gloss Aligned Vietnamese Word Embedding for Polysemous and Sense-Aware Representations
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This repository is official implementation of the paper: ViConBERT: Context-Gloss Aligned Vietnamese Word Embedding for Polysemous and Sense-Aware Representations
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print(f"Similarity between 1: {target_1} and 3: {target_3}: {sim_1:.4f}")
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print(f"Similarity between 2: {target_2} and 3:{target_3}: {sim_2:.4f}")
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```
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- vietnamese
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- semantic_similarity
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---
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# ViConBERT: Context-Gloss Aligned Vietnamese Word Embedding for Polysemous and Sense-Aware Representations
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[Model](https://huggingface.co/tkhangg0910/viconbert-base) $~$ [Paper](https://huggingface.co/tkhangg0910/viconbert-base)
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This repository is official implementation of the paper: ViConBERT: Context-Gloss Aligned Vietnamese Word Embedding for Polysemous and Sense-Aware Representations
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print(f"Similarity between 1: {target_1} and 3: {target_3}: {sim_1:.4f}")
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print(f"Similarity between 2: {target_2} and 3:{target_3}: {sim_2:.4f}")
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```
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### Embedding Space Visualization
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<p align="center">
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<img src="visualization/image_hono.png" width="300"/>
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<img src="visualization/image_poly.png" width="300"/>
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<img src="visualization/image_zeroshot.png" width="300"/>
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</p>
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<p align="center">
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<em>Contextual separation of "Khoan", "chạy", and zero-shot ability for unseen words</em>
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</p>
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