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evaluate_mix_CNN_NYT_multiX.sh
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evaluate_mix_CNN_NYT_multiX.sh
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#
# Read arguments
#
POSITIONAL=()
while [[ $# -gt 0 ]]
do
key="$1"
case $key in
--model_dir)
MODEL_DIR="$2"; shift 2;;
*)
POSITIONAL+=("$1")
shift
;;
esac
done
set -- "${POSITIONAL[@]}"
DATA_DIR=data/CNN_NYT/processed
MODEL=$MODEL_DIR/checkpoint_best.pt
fairseq-generate $DATA_DIR \
--path $MODEL \
--user-dir mass \
--task translation_mix \
--model_lang_pairs src-tgt clickbait-clickbait humor-humor romance-romance \
--lang-pairs src-tgt \
--dae-styles clickbait,humor,romance \
--batch-size 128 \
--skip-invalid-size-inputs-valid-test \
--beam 5 \
--lenpen 1.0 \
--min-len 2 \
--max-len-b 30 \
--unkpen 3 \
--no-repeat-ngram-size 3 \
2>&1 | tee $MODEL_DIR/output_src_tgt.txt
grep ^S $MODEL_DIR/output_src_tgt.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/src.txt
grep ^T $MODEL_DIR/output_src_tgt.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/tgt.txt
grep ^H $MODEL_DIR/output_src_tgt.txt | cut -f3- | sed 's/ ##//g' > $MODEL_DIR/hypo_src_tgt.txt
cat $MODEL_DIR/hypo_src_tgt.txt | sacrebleu $MODEL_DIR/tgt.txt > $MODEL_DIR/log_sacrebleu_src_tgt
files2rouge $MODEL_DIR/hypo_src_tgt.txt $MODEL_DIR/tgt.txt > $MODEL_DIR/log_rouge_src_tgt
python files_merger.py $MODEL_DIR src.txt,hypo_src_tgt.txt,tgt.txt > $MODEL_DIR/output\_src\_F
STYLE=clickbait
cp $DATA_DIR/test.src-tgt.src.bin $DATA_DIR/test.src-$STYLE.src.bin
cp $DATA_DIR/test.src-tgt.src.idx $DATA_DIR/test.src-$STYLE.src.idx
cp $DATA_DIR/test.src-tgt.tgt.bin $DATA_DIR/test.src-$STYLE.$STYLE.bin
cp $DATA_DIR/test.src-tgt.tgt.idx $DATA_DIR/test.src-$STYLE.$STYLE.idx
cp $DATA_DIR/dict.src.txt $DATA_DIR/dict.$STYLE.txt
fairseq-generate $DATA_DIR \
--path $MODEL \
--user-dir mass \
--task translation_mix \
--model_lang_pairs src-tgt clickbait-clickbait humor-humor romance-romance \
--lang-pairs src-$STYLE \
--dae-styles clickbait,humor,romance \
--batch-size 128 \
--skip-invalid-size-inputs-valid-test \
--beam 5 \
--lenpen 1.0 \
--min-len 2 \
--max-len-b 30 \
--unkpen 3 \
--no-repeat-ngram-size 3 \
2>&1 | tee $MODEL_DIR/output_src\_$STYLE.txt
grep ^S $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/src.txt
grep ^T $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/tgt.txt
grep ^H $MODEL_DIR/output_src\_$STYLE.txt | cut -f3- | sed 's/ ##//g' > $MODEL_DIR/hypo_src_$STYLE.txt
cat $MODEL_DIR/hypo_src_$STYLE.txt | sacrebleu $MODEL_DIR/tgt.txt > $MODEL_DIR/log_sacrebleu\_src\_$STYLE
files2rouge $MODEL_DIR/hypo_src_$STYLE.txt $MODEL_DIR/tgt.txt > $MODEL_DIR/log_rouge\_src\_$STYLE
python files_merger.py $MODEL_DIR src.txt,hypo_src_$STYLE.txt,tgt.txt > $MODEL_DIR/output\_src\_$STYLE
STYLE=humor
cp $DATA_DIR/test.src-tgt.src.bin $DATA_DIR/test.src-$STYLE.src.bin
cp $DATA_DIR/test.src-tgt.src.idx $DATA_DIR/test.src-$STYLE.src.idx
cp $DATA_DIR/test.src-tgt.tgt.bin $DATA_DIR/test.src-$STYLE.$STYLE.bin
cp $DATA_DIR/test.src-tgt.tgt.idx $DATA_DIR/test.src-$STYLE.$STYLE.idx
cp $DATA_DIR/dict.src.txt $DATA_DIR/dict.$STYLE.txt
fairseq-generate $DATA_DIR \
--path $MODEL \
--user-dir mass \
--task translation_mix \
--model_lang_pairs src-tgt clickbait-clickbait humor-humor romance-romance \
--lang-pairs src-$STYLE \
--dae-styles clickbait,humor,romance \
--batch-size 128 \
--skip-invalid-size-inputs-valid-test \
--beam 5 \
--lenpen 1.0 \
--min-len 2 \
--max-len-b 30 \
--unkpen 3 \
--no-repeat-ngram-size 3 \
2>&1 | tee $MODEL_DIR/output_src\_$STYLE.txt
grep ^S $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/src.txt
grep ^T $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/tgt.txt
grep ^H $MODEL_DIR/output_src\_$STYLE.txt | cut -f3- | sed 's/ ##//g' > $MODEL_DIR/hypo_src_$STYLE.txt
cat $MODEL_DIR/hypo_src_$STYLE.txt | sacrebleu $MODEL_DIR/tgt.txt > $MODEL_DIR/log_sacrebleu\_src\_$STYLE
files2rouge $MODEL_DIR/hypo_src_$STYLE.txt $MODEL_DIR/tgt.txt > $MODEL_DIR/log_rouge\_src\_$STYLE
python files_merger.py $MODEL_DIR src.txt,hypo_src_$STYLE.txt,tgt.txt > $MODEL_DIR/output\_src\_$STYLE
STYLE=romance
cp $DATA_DIR/test.src-tgt.src.bin $DATA_DIR/test.src-$STYLE.src.bin
cp $DATA_DIR/test.src-tgt.src.idx $DATA_DIR/test.src-$STYLE.src.idx
cp $DATA_DIR/test.src-tgt.tgt.bin $DATA_DIR/test.src-$STYLE.$STYLE.bin
cp $DATA_DIR/test.src-tgt.tgt.idx $DATA_DIR/test.src-$STYLE.$STYLE.idx
cp $DATA_DIR/dict.src.txt $DATA_DIR/dict.$STYLE.txt
fairseq-generate $DATA_DIR \
--path $MODEL \
--user-dir mass \
--task translation_mix \
--model_lang_pairs src-tgt clickbait-clickbait humor-humor romance-romance \
--lang-pairs src-$STYLE \
--dae-styles clickbait,humor,romance \
--batch-size 128 \
--skip-invalid-size-inputs-valid-test \
--beam 5 \
--lenpen 1.0 \
--min-len 2 \
--max-len-b 30 \
--unkpen 3 \
--no-repeat-ngram-size 3 \
2>&1 | tee $MODEL_DIR/output_src\_$STYLE.txt
grep ^S $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/src.txt
grep ^T $MODEL_DIR/output_src\_$STYLE.txt | cut -f2- | sed 's/ ##//g' > $MODEL_DIR/tgt.txt
grep ^H $MODEL_DIR/output_src\_$STYLE.txt | cut -f3- | sed 's/ ##//g' > $MODEL_DIR/hypo_src_$STYLE.txt
cat $MODEL_DIR/hypo_src_$STYLE.txt | sacrebleu $MODEL_DIR/tgt.txt > $MODEL_DIR/log_sacrebleu\_src\_$STYLE
files2rouge $MODEL_DIR/hypo_src_$STYLE.txt $MODEL_DIR/tgt.txt > $MODEL_DIR/log_rouge\_src\_$STYLE
python files_merger.py $MODEL_DIR src.txt,hypo_src_$STYLE.txt,tgt.txt > $MODEL_DIR/output\_src\_$STYLE