mlsanityData to 7 Oct 2026

AMR Dependency Parsing with a Typed Semantic Algebra

arXiv 1805.11465 ↗First posted 29 May 2018cs.CLcited by 17

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Abstract (arXiv)

We present a semantic parser for Abstract Meaning Representations which learns to parse strings into tree representations of the compositional structure of an AMR graph. This allows us to use standard neural techniques for supertagging and dependency tree parsing, constrained by a linguistically principled type system. We present two approximative decoding algorithms, which achieve state-of-the-art accuracy and outperform strong baselines.

Key facts. Cited by 17 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 May 2018.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 6; 2022: 2; 2023: 4; 2024: 2; 2025: 0; 2026: 3.

17 papers.

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  1. 2021AMR Parsing with Action-Pointer Transformercited by 25
  2. 2023SLOG: A Structural Generalization Benchmark for Semantic Parsingcited by 22
  3. 2021Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignmentscited by 9
  4. 2023AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suitecited by 6
  5. 2023Compositional Generalization without Trees using Multiset Tagging and Latent Permutationscited by 5
  6. 2023Structural generalization in COGS: Supertagging is (almost) all you needcited by 4
  7. 2024Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformationscited by 4
  8. 2021Learning compositional structures for semantic graph parsingcited by 3
  9. 2021Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speechcited by 3
  10. 2021Levi Graph AMR Parser using Heterogeneous Attentioncited by 2
  11. 2022Compositional Generalization Requires Compositional Parserscited by 2
  12. 2024Scope-enhanced Compositional Semantic Parsing for DRTcited by 2
5 more
  1. 2021Polynomial Graph Parsing with Non-Structural Reentranciescited by 0
  2. 2022Strictly Breadth-First AMR Parsingcited by 0
  3. 2026Structural Generalization on SLOG without Hand-Written Rulescited by 0
  4. 2026On the Role of Directionality in Structural Generalizationcited by 0
  5. 2026On the Computational Complexity of Structural Generalizationcited by 0