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NLP Academy · Lesson

Extractive vs Generative QA

Two ways to answer a question.

What Question Answering Means

Question answering, or QA, is the task of returning a precise answer to a natural-language question instead of a list of links. You ask, the system answers. 💬

Two Big Families

QA systems split into two families. Extractive QA pulls the answer straight out of a given passage, word for word.

All lessons in this course

  1. Extractive vs Generative QA
  2. Running a QA Pipeline
  3. Finding Answer Spans in Context
  4. Handling No-Answer and Long Docs
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