Published January 11, 2022 | Version 1.0
Software Open

Robust Open-Vocabulary Translation from Visual Text Representations (Baselines)

  • 1. JHU
  • 2. JHU HLTCOE

Description

Pretrained translation models using BPE (baselines for visual text representations). 
Models can be interacted with on the command line or through a script similarly to other fairseq models. 
Each zip file contains: dict files, the fairseq model checkpoint, and sentencepiece models for the source and target languages. 

For more information, see the:

  • Paper describing the method and training data  [ACL anthology] [arXiv]
  • Code repository with scripts  [github
  • Zenodo repository with visual text models  [Zenodo]

Files

ar-en.zip

Files (4.1 GB)

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Additional details