Weakly-Supervised Learning Task

A Weakly-Supervised Learning Task is a Semi-Supervised Learning Task that requires a small training set (seed set).

• Context:
  • It can be solved by a Weakly-Supervised Learning System (that implements a Weakly-Supervised Learning algorithm).
• Example(s):
  • a Weakly-Supervised Information Extraction.
  • …
• Counter-Example(s):
  • a Weakly-Supervised Learning Task.
  • a Fully-Supervised Learning Task.
  • an Unsupervised Learning Task.
• See: Weakly-Supervised Learning Algorithm, Fully Supervised Learning.

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