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The ALLIES Lifelong Learning Machine Translation baseline system's repository

Home Page: https://www.statmt.org/wmt21/lifelong-learning-task.html

Python 41.55% Shell 1.60% Makefile 0.04% Batchfile 0.05% Jupyter Notebook 56.40% Perl 0.35%
nmt wmt lifelong-learning lifelong-machine-learning continual-learning machine-translation active-learning incremental-learning interactive-learning neural-machine-translation

allies_llmt_beat's Introduction

ALLIES Lifelong Learning Machine Translation evaluation campaign

Description

Installation

Data

Prepare the data by running the prepare_data.bash script:

bash prepare_data.bash

LLMT system

  1. Install the beat_allies conda environment with required packages:

    bash install.bash
    
  2. Make sure your beat_allies conda environment is activated. If not, then run:

    source activate beat_allies
    
  3. Before running the experiment for the first time:

    • Check your prefix:

      beat config show
      

      If the "prefix" points to the wrong directory, then you should change it using the following command:

      beat config set "prefix" "<your_absolute_path_to>/allies_llmt_beat/beat"
      
    • Change the root_folder for each database:

      • beat/databases/allies_llmt_ende/1.json
      • beat/databases/allies_llmt_enfr/1.json

      to point to the right directory

  4. Run experiments

    • en-fr
      beat exp run loicbarrault/loicbarrault/translation_ll_dev/1/translation_ll_dev
      
    • en-de
      beat exp run loicbarrault/loicbarrault/translation_ll_dev/2/translation_ll_dev
      

allies_llmt_beat's People

Contributors

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Forkers

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allies_llmt_beat's Issues

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