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NLU improvments #246

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IKostric opened this issue Aug 31, 2023 · 0 comments

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IKostric commented Aug 31, 2023

We should consider refactoring NLU.

Currently, each utterance can only be classified with one intent. However, there can be multiple intents associated with each utterance. (E.g., Greeting, Inquire).
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.

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Refactor NLU to include dialogue act extraction #256

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