One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.
natural-language-processing nlu transformer gpu-acceleration transfer-learning ner flask-api bert sequence-classification slot-filling joint-models conversational-ai intent-classification multitask-learning nlu-engine tensorflow2 cuda11 bert-small slot-classification huggingface-fast-tokenizer
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Updated
Jun 22, 2022 - Python