Shallow Semantic Analysis Task

A Shallow Semantic Analysis Task is a linguistic semantic analysis task that restricts itself to simple semantic relation recognition (such as concept mention recognition and semantic relation recognition).

• Context:
  • It can be solved by a Shallow Semantic Analysis System (that implements a Shallow Semantic Analysis Algorithm).
  • ...
• Example(s):
  • Concept Mention Recognition.
  • Semantic Relation Recognition.
  • …
• Counter-Example(s):
  • a Shallow Syntactic Parsing Task.
  • a Deep Semantic Analysis, such as natural language inference or discourse analysis.
• See: Shallow Semantic Analysis Reading Group.

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References

2005

• (Harabagiu et al., 2005) ⇒ Sanda M. Harabagiu, Cosmin Adrian Bejan, and Paul Morarescu. (2005). “Shallow Semantics for Relation Extraction.” In: Proceedings of IJCAI 2005.

2001

• (Bouchachia et al., 2001) ⇒ Abdelhamid Bouchachia, Roland T. Mittermeir, and Heinz Pozewaunig. (2001). “Document Identification by Shallow Semantic Analysis.” In: Proceedings of the 5th International Conference on Applications of Natural Language to Information Systems. doi:10.1007/3-540-45399-7_16.

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