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[WIP] Add target features #2315

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anderleich
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ATTENTION! I'm opening a new PR to add target features only.
The previous PR was #2289. Closed

This PR intends to add target features support to OpenNMT-py. Target features are appended to the textual data. It uses the special character as a feature separator, as in the previous versions of the OpenNMT framework.

 I│1│3 love│0│1 eating│0│1 pizza│0│1

Target features can be used along source features. A YAML configuration file would look like this:

data:
    train:
        path_src: src_with_features.txt  #  I│1│3 love│0│1 eating│0│1 pizza│0│1
        path_tgt: tgt_with_features.txt  #  Me│1 gusta│0 comer│0 pizza│0
        transforms: [onmt_tokenize, inferfeats, filtertoolong]
    valid:
        path_src: src_with_features.txt
        path_tgt: tgt_with_features.txt
        transforms: [onmt_tokenize, inferfeats]

save_data: ./data
n_sample: -1

# # Vocab opts
src_vocab: data.vocab.src
tgt_vocab: data.vocab.tgt
n_src_feats: 2
n_tgt_feats: 1
src_feats_defaults: "0│1"
tgt_feats_defaults: "1"
feat_merge: "sum"

@vince62s for the moment I've just copied all the necessary changes from #2289.

@yash-srivastava19
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Is this PR still WIP? Any update when this will be done? Or if you need any help in this PR? I might be of some use?

@vince62s
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not sure where @anderleich left this on hold.

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3 participants