Translation/mttools

Using the mttools module

• Activate the NLPL software repository and load the module:

  module use -a /projappl/nlpl/software/modules/etc         # Puhti
  module use -a /cluster/shared/nlpl/software/modules/etc   # Saga
  module load nlpl-mttools/

• Module-specific help is available by typing:

  module help nlpl-mttools

The following scripts are part of this module:

• moses-scripts
• Tokenization, casing, corpus cleaning and evaluation scripts from Moses
• Source: https://github.com/moses-smt/mosesdecoder (scripts directory)
• Installed revision: 3990724
• The subfolders generic, recaser, tokenizer, training are in PATH
• sacremoses
• Python port of Moses tokenizer and truecaser
• Source: https://github.com/alvations/sacremoses
• Installed version: 0.0.35
• subword-nmt
• Unsupervised Word Segmentation (a.k.a. Byte Pair Encoding) for Machine Translation and Text Generation
• Source: https://github.com/rsennrich/subword-nmt
• Installed version: 0.3.8
• The subword-nmt executable is in PATH
• sentencepiece
• Unsupervised text tokenizer for Neural Network-based text generation
• Source: https://github.com/google/sentencepiece
• Installed version: 0.1.97
• The spm_* executables are in PATH
• sacreBLEU
• Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
• Source: https://github.com/mjpost/sacreBLEU
• Installed version: 2.2.1
• The sacrebleu executable is in PATH
• multeval
• Tool to evaluate machine translation with various scores (BLEU, TER, METEOR) and to perform statistical significance testing with bootstrap resampling
• Source: https://github.com/jhclark/multeval
• Installed version: 0.5.1 with METEOR 1.5
• The multeval.sh script is in PATH
• compare-mt
• Compare the output of multiple systems for language generation, including machine translation, summarization, dialog response generation. Computes common evaluation scores and runs analyses to find salient differences between the systems.
• To run METEOR, consult the module-specific help page for the exact path.
• Source: https://github.com/neulab/compare-mt
• Installed version: 0.2.10
• The compare-mt executable is in PATH

Contact: Yves Scherrer, University of Helsinki, firstname.lastname@helsinki.fi