Scientific Corpus Analysis Task

A Scientific Corpus Analysis Task is a domain-specific text mining task that is an unstructured scientific data mining task (which accepts a scientific corpus).

• AKA: Scientific Text Mining.
• Context:
  • It can require a Scientific Entity NER, such as: protein NER.
  • It can support a Scientific Information Extraction Task.
  • …
• Example(s):
  • Biomedical Text Mining (of a Biomedical corpus), such as protein localization IE from a PubMed-based corpus.
  • NLP Corpus Text Mining (of an NLP corpus).
  • KDD Corpus Text Mining (of a KDD-based corpus).
  • …
• Counter-Example(s):
  • Scientific Structured Data Mining Task.
  • Commercial Text Mining.
  • Common Knowledge Text Mining.
  • Scientific Text Error Correction.
  • Scientific Text Generation.
• See: Scientific Knowledge Discovery Task.

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References

2020

• (Jiang and Shang, 2020) ⇒ Meng Jiang and Jingbo Shang. (2020). “Scientific Text Mining and Knowledge Graphs." Tutorial in the the 26th ACM SIGKDD Conferences on Knowledge Discovery and Data Mining (KDD-2020).

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