There are many sequence to sequence (seq2seq) models and end to end models, like text to sql. I was wondering are there any text to json deep learning models?
For example:
Text
"Switch on the computer".
JSON:
{"actions":["switch on"], "object":"computer"}
Another Example:
Text:
"Lower the heater temperature to 25 degrees and before that play music for one hour".
JSON:
{"actions": ["lower the heater temperature","play the music"],"order":[1,0]}
Note that JSON has different or some additional elements depending on the text. This is different from regular seq2seq models. Any suggestions on which models to use? Thank you!!