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Multiscale-Contextualization

Description

Codes and scripts for ACL2024 Findings paper "Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation".

Changes to fairseq files

  • add the file multiscale_transformer.py to fairseq/models
  • add the file multiscale_attention.py to fairseq/modules
  • add the file transformer_multiscale_layer.py to fairseq/modules
  • change fairseq/modules/init.py to import the added packages

How to use it?

Add pathes to the scripts in the scripts folder, and run them.