Выполнить intent classification и slot fitting желательно используя BERT или keras, данные - ATIS dataset.
Описание лабораторной работы на английском из Jupyter Notebook:
The main goal of the assigment is to build a system that perform intent detection and slot filing. We define a list steps you can follow to complete the assignemnt. The steps are the following:
- Preprocess the data.
- Implement the models for intent classification and slot filling.
- Evaluate proposed model.
- Run some analysis of the model output.