Lexical Semantic Model

A Lexical Semantic Model is a semantic model that is focused on lexical items.

• Context:
  • It can be produced by a Lexical Semantic Modeling Task.
• Example(s):
  • word2vec Model.
  • …
• Counter-Example(s):
  • Lexical Syntactic Model.
  • Conceptual Semantic Model.
  • a Sentence-level Semantic Model.
• See: Lexical Semantics.

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References

2009

• (Gabrilovich & Markovitch, 2009) ⇒ Evgeniy Gabrilovich, Shaul Markovitch. (2007). “Wikipedia-based Semantic Interpretation for Natural Language Processing.” In: Journal of Artificial Intelligence Research, 34(1). doi:10.1613/jair.2669
  • QUOTE: Adequate representation of natural language semantics requires access to vast amounts of common sense and domain-specific world knowledge.

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