On Isotropy of Multimodal Embeddings
Embeddings, i.e., vector representations of objects, such as texts, images, or graphs, play a key role in deep learning methodologies nowadays. Prior research has shown the importance of analyzing the isotropy of textual embeddings for transformer-based text encoders, such as the BERT model. Anisotr...
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| Glavni autori: | , , , , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
MDPI AG
2023-07-01
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| Serija: | Information |
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| Online pristup: | https://www.mdpi.com/2078-2489/14/7/392 |
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