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WAT 2018

The 5th Workshop on Asian Translation
Baseline Systems
Data preparation for the JE and EJ JIJI subtasks

[BASELINE SYSTEMS TOP] | [SETUP] | [FOR NMT]

Setup

We assume that there are JIJI text files (test.txt, dev.txt, and train.txt) in corpus.org/.
MOSES_SCRIPT=${path}/mosesdecoder-RELEASE-2.1.1/scripts
SCRIPT_DIR=${path}/script.converter.distribution
cd corpus.org/

  • Extracting sentences
  • for name in dev test train; do
      perl -ne 'chomp; @a=split/ \|\|\| /; print $a[0], "\n";' < ${name}.txt > ${name}.ja.txt
      perl -ne 'chomp; @a=split/ \|\|\| /; print $a[1], "\n";' < ${name}.txt > ${name}.en.txt
    done

    cd ..
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    For NMT

    mkdir corpus.tok
    cd corpus.tok

  • Tokenizing sentences in Japanese
  • for file in train dev test; do
    cat ../corpus.org/${file}.ja.txt | \
      perl -Mencoding=utf8 -pe 's/ / /g;' | \
        juman -b | \
        perl -ne 'chomp; if($_ eq "EOS"){print join(" ",@b),"\n"; @b=();} else {@a=split/ /; push @b, $a[0];}' | \
        perl -pe 's/^ +//; s/ +$//; s/ +/ /g;' | \
        perl -Mencoding=utf8 -pe 'tr/\|[]/|[]/; ' \
        > ${file}.ja
    done

  • Tokenizing sentences in English
  • for file in train dev test; do
      cat ../corpus.org/${file}.en.txt | \
        perl ${SCRIPT_DIR}/z2h-utf8.pl | \
        perl ${MOSES_SCRIPT}/tokenizer/tokenizer.perl -l en \
        > ${file}.tok.en
    done
    cd ..

  • Applying BPE (see Data preparation by BPE)

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    NICT (National Institute of Information and Communications Technology)
    Kyoto University
    Last Modified: 2018-07-30