Morphologically-aware vocabulary reduction of word embeddings
We propose SubText, a compression mechanism via vocabulary reduction. The crux is to judiciously select a subset of word embeddings which support the reconstruction of the remaining word embeddings based on their form alone. The proposed algorithm considers the preservation of the original embedding...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7608 https://ink.library.smu.edu.sg/context/sis_research/article/8611/viewcontent/wiiat22.pdf |
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| Institution: | Singapore Management University |
| Language: | English |