Is your feature request related to a problem? Please describe.
It is not clear if the current method used for language translation is the best approach.
Obs.: Is there have any document or explanation of how the translation has been handle?
Describe the solution you'd like
Lately, deep learning techniques are giving excellent results for translation. The most notorious implementation is the Seq2Seq, where it is trained by receiving pairs of sentences from both languages. With the model trained, it will be capable of transforming one sentence from one language to the other one.
Describe alternatives you've considered
There are multiple alternatives to implement Seq2Seq:
The two problems, how to make it available and enough data to have high accuracy.
About models, it's crucial to properly manage it by scheduled training, constant evaluation, and improvement. I do believe that we can use Watson Data Studio to build and deploy, and Watson Machine Learning to expose.
Regarding data, I suggest to open another issue and define strategies to collect it.
Additional context
Infrastructure Overview
Is your feature request related to a problem? Please describe.
It is not clear if the current method used for language translation is the best approach.
Obs.: Is there have any document or explanation of how the translation has been handle?
Describe the solution you'd like
Lately, deep learning techniques are giving excellent results for translation. The most notorious implementation is the Seq2Seq, where it is trained by receiving pairs of sentences from both languages. With the model trained, it will be capable of transforming one sentence from one language to the other one.
Describe alternatives you've considered
There are multiple alternatives to implement Seq2Seq:
The two problems, how to make it available and enough data to have high accuracy.
About models, it's crucial to properly manage it by scheduled training, constant evaluation, and improvement. I do believe that we can use Watson Data Studio to build and deploy, and Watson Machine Learning to expose.
Regarding data, I suggest to open another issue and define strategies to collect it.
Additional context
Infrastructure Overview