Zero-Shot Information Extraction (IE) Task

A Zero-Shot Information Extraction (IE) Task is an [in-context information extraction task]] that is a zero-shot NLP task.

• Context:
  • It can (typically) be a Zero-Shot IE Task from Text.
  • It can involve applying a machine learning model to accurately extract information from unseen data, without the model having been trained on any examples from these new classes of data.
  • ...
• Example(s):
  • Zero-Shot IE from Medical Documents.
  • Zero-Shot IE from Legal Documents.
  • ...
• Counter-Example(s):
  • Few-Shot Information Extraction.
• See: Information Extraction, Zero-Shot Learning, Natural Language Processing, Machine Learning.

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