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Everything about Abstract semantic graph

Abstract syntax representing expressions as graphs

In computer science, an abstract semantic graph (ASG) or term graph is a form of abstract syntax in which an expression of a formal or programming language is represented by a graph whose vertices are the expression's subterms. An ASG is at a higher level of abstraction than an abstract syntax tree, which is used to express the syntactic structure of an expression or program. Wikipedia →

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  1. Read the overview: Abstract semantic graphA 5-minute orientation
  2. Skim a recent paper: Semantic structure fusion graph for abstractive dialogue summarizationInfluential work since 2022
  3. Pick up a classic book: Computational Linguistics and Intelligent Text ProcessingThe most-reprinted book on the subject
  4. Read the landmark paper: Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approachCited 24 times
  5. Go sideways: Abstract syntax treeA closely related topic
  6. Go sideways: Term graphA closely related topic

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