when i open the XNLI-15way.zip link, https://s3.amazonaws.com/xnli/XNLI-15way.zip

return this below, help me, pls, many thanks.

This XML file does not appear to have any style information associated with it. The document tree is shown below.
<Error>
<Code>NoSuchBucket</Code>
<Message>The specified bucket does not exist</Message>
<BucketName>xnli</BucketName>
<RequestId>98B2A67BB673D19F</RequestId>
<HostId>
h6joAzTWqJSaOLywynelTZTxW8WYTVLsK79Ezdt/sd6mLQeqwQ4Nrni647VHIeZmliBbnXgfKo4=
</HostId>
</Error>

<Error>
<Code>AccessDenied</Code>
<Message>Access Denied</Message>
<RequestId>090FC4747CC264FC</RequestId>
<HostId>
acZyB0MmmiFHNDvUp/G+B/Ok0/WdReOvjCICqv4+Dhi2V82CUpeTAh+R0vNy9LbsFpNFlOnhTCA=
</HostId>
</Error>

Updated the broken links of the following anchor texts with their working alternatives.

• XNLI 1.0
• XNLI-MT 1.0

Added comments to the following anchors to denote that their links are broken and there seem to be no alternatives for them in another website.

• Examples
• XNLI-15way

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in the original MNLI and XNLI paper, labels when two sentences contradict are named as 'contradiction',

but in the XNLI 1.0.zip, the labels are 'contradictory' instead of 'contradiction'. (for all languages)

it can be a problem when training multiple languages at once.

i think changing label 'contradictory' to 'contradiction' would be proper.

Hello

I have managed to download the XNLI-MT files but only the translate-train files are located in the zip. Where can I find the translate-test files?

Thanks

Following this and this script, I tried to load Arabic data by the following script.

# data paths
MAIN_PATH=$PWD
OUTPATH=$PWD/data/xnli
XNLI_PATH=$PWD/data/xnli/XNLI-1.0

# tools paths
TOOLS_PATH=$PWD/tools
TOKENIZE=$TOOLS_PATH/tokenize.sh
LOWER_REMOVE_ACCENT=$TOOLS_PATH/lowercase_and_remove_accent.py

# install tools
./scripts/install-tools.sh

# create directories
mkdir -p $OUTPATH

# download data
if [ ! -d $OUTPATH/XNLI-MT-1.0 ]; then
  if [ ! -f $OUTPATH/XNLI-MT-1.0.zip ]; then
    wget -c https://dl.fbaipublicfiles.com/XNLI/XNLI-MT-1.0.zip -P $OUTPATH
  fi
  unzip $OUTPATH/XNLI-MT-1.0.zip -d $OUTPATH
fi
if [ ! -d $OUTPATH/XNLI-1.0 ]; then
  if [ ! -f $OUTPATH/XNLI-1.0.zip ]; then
    wget -c https://dl.fbaipublicfiles.com/XNLI/XNLI-1.0.zip -P $OUTPATH
  fi
  unzip $OUTPATH/XNLI-1.0.zip -d $OUTPATH
fi


# English train set
for lg in ar; do
  echo "*** Preparing $lg train set ****"
  echo -e "premise\thypo\tlabel" > $XNLI_PATH/$lg.train
  sed '1d'  $OUTPATH/XNLI-MT-1.0/multinli/multinli.train.$lg.tsv | cut -f1 | python $LOWER_REMOVE_ACCENT > $XNLI_PATH/train.f1
  sed '1d'  $OUTPATH/XNLI-MT-1.0/multinli/multinli.train.$lg.tsv | cut -f2 | python $LOWER_REMOVE_ACCENT > $XNLI_PATH/train.f2
  sed '1d'  $OUTPATH/XNLI-MT-1.0/multinli/multinli.train.$lg.tsv | cut -f3 | sed 's/contradictory/contradiction/g' > $XNLI_PATH/train.f3
  paste $XNLI_PATH/train.f1 $XNLI_PATH/train.f2 $XNLI_PATH/train.f3 >> $XNLI_PATH/$lg.train
done

Now the lines from 390702-392701 in $XNLI_PATH/train.f2 are empty. So from header premise\thypo\tlabel, hypo will always be empty from 390702-392701 in ar.train file.

Is this correct behavior?

@aconneau