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Add extractive QA (aka SQuAD style) #10

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tholor opened this issue Mar 20, 2020 · 2 comments
Open

Add extractive QA (aka SQuAD style) #10

tholor opened this issue Mar 20, 2020 · 2 comments
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enhancement New feature or request NLP / Modeling

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@tholor
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tholor commented Mar 20, 2020

So far we rely on matching questions with the one of existing FAQs.

  • Pro: fast + reliable answers
  • Con: does only work for the most common questions

=> We could add an extractive QA model + some trustworthy text datasources to handle the long tail of questions. If there's no good match in the FAQs we could forward the request to this extractive QA model

@tholor tholor added enhancement New feature or request help wanted Extra attention is needed NLP / Modeling and removed help wanted Extra attention is needed labels Mar 20, 2020
@tholor
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tholor commented Mar 20, 2020

removed the "help wanted" label just because we want help for all the open issues anyway right now :)

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tholor commented Mar 23, 2020

We could also think of extractive QA on the CORD-19 dataset. Probably we should then separate in the UI the user groups (general public vs. researchers)

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Labels
enhancement New feature or request NLP / Modeling
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