Machine Translation

english	italian
Hello! How are you doing?	Ciao, come stai?
I got promoted today	Oggi sono stato promosso!
Not doing well today	Oggi non mi sento bene

ludwig experiment \
  --dataset translation.csv \
  --config config.yaml

With config.yaml:

input_features:
    -
        name: english
        type: text
        encoder: 
            type: rnn
            cell_type: lstm
            reduce_output: null
        preprocessing:
          tokenizer: english_tokenize

output_features:
    -
        name: italian
        type: text
        decoder: 
            type: generator
            cell_type: lstm
            attention: bahdanau
            reduce_input: null
        loss:
            type: softmax_cross_entropy
        preprocessing:
          tokenizer: italian_tokenize

training:
    batch_size: 96