Complex Relation Extraction Task

A Complex Relation Extraction Task is a relation extract task where the semantic relation mentoinss are complex semantic relations.

• Context:
  • It can range from being a N-ary Relation.
  • The Semantic Relation can be expressed over more than one Sentence.
  • The Semantic Relation can be
  • The Semantic Relation can be
  • ...
• Counter-Example(s):
  • a Simple Relation Extraction Task.
• See: Complex Relation Extraction Algorithm.

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Referencs

2023

• (Zhou, Li et al., 2023) ⇒ Huixue Zhou, Mingchen Li, Yongkang Xiao, Han Yang, and Rui Zhang. (2023). “LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction.” In: medRxiv. 2023-12.
  • NOTE: It suggests that a MedLLAMA-13b model can achieve a high F1 score on the BC5CDR dataset using their LEAP method (for complex data extraction).

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