Text Intent Understanding Task

A Text Intent Understanding Task is a shallow text understanding task that ...

• Context:
  • Input: a Short Text Item.
  • Output: a Intent Structure.
  • Performance: Text Intent Measure.
    • such as: Text Intent Classification Measure; Named Entity Recognition Measure; Entity Mention Disambiguation.
  • It can be solved by a Text Intent Understanding System (that implements a text intent understanding algorithm).
  • It can range from being a Manual Text Intent Understanding Task to being an Automated Text Intent Understanding Task.
  • It can range from being a General Text Intent Understanding Task to being a Domain-Specific Text Intent Understanding Task.
  • It can range from being a Single Text-based Intent Understanding to being a Multiple Text-based Intent Utterance/Discourse Interpretation.
  • It can range from being a Language-specific Text Intent Understanding Task (English text intent understanding, Japanese text intent understanding task, ...) to being a Language-independent NLU Task.
  • It can support a Natural Language Interaction Task.
• Example(s):
  • Alexa's Text Intent Understanding Task.
  • …
• Counter-Example(s):
  • Automatic Speech Recognition Task.
  • Dialog Management Task.
• See: Text Classification Task.

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