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iai-group / DialogueKit

DialogueKit
https://iai-group.github.io/DialogueKit/main/
Apache License 2.0
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NLU improvments #246

Open IKostric opened 1 year ago

IKostric commented 1 year ago

We should consider refactoring NLU.

  1. Currently, each utterance can only be classified with one intent. However, there can be multiple intents associated with each utterance. (E.g., Greeting, Inquire).
  2. Annotation assumes each utterance is de-contextualized (i.e., self-contained). However, this is not always the case. In many cases, it might be useful for NLU to have access to the dialogue state.