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joint-models

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Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

  • Updated Oct 17, 2020
  • Python

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.

  • Updated Jun 22, 2022
  • Python

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