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Multilingual_CLIP:

Code from https://github.com/FreddeFrallan/Multilingual-CLIP. Modified the embedding dimension to match the dimension for mBERT for comparison.

Multilingual tasks to be tested on:

  • Enlgish-Chines/Chinese-English
  • German-English/English-German
  • Russian-English/English-Russian

Dataset used:

WMT 19 dataset from huggingface

Notes:

  • Very initial experiments:
    • The pre-training for mBERT and mCLIP is not using the same dataset
    • cannot really do the vector multiplication because the vector length is not aligned

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