mlsanityData to 7 Oct 2026

'UFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN

arXiv 2011.00758 ↗First posted 2 Nov 2020cs.CLcited by 12

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Abstract (arXiv)

We present PERIN, a novel permutation-invariant approach to sentence-to-graph semantic parsing. PERIN is a versatile, cross-framework and language independent architecture for universal modeling of semantic structures. Our system participated in the CoNLL 2020 shared task, Cross-Framework Meaning Representation Parsing (MRP 2020), where it was evaluated on five different frameworks (AMR, DRG, EDS, PTG and UCCA) across four languages. PERIN was one of the winners of the shared task. The source code and pretrained models are available at https://github.com/ufal/perin.

Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 2 Nov 2020.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 3; 2022: 3; 2023: 2; 2024: 2; 2025: 1; 2026: 1.

12 papers.

  1. 2021RobeCzech: Czech RoBERTa, a monolingual contextualized language representation modelcited by 33
  2. 2021Structured Sentiment Analysis as Dependency Graph Parsingcited by 28
  3. 2024Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representationscited by 5
  4. 2022EventGraph: Event Extraction as Semantic Graph Parsingcited by 4
  5. 2022Direct parsing to sentiment graphscited by 2
  6. 2023JSEEGraph: Joint Structured Event Extraction as Graph Parsingcited by 2
  7. 2022EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extractioncited by 1
  8. 2023Structured Sentiment Analysis as Transition-based Dependency Graph Parsingcited by 1
  9. 2024Retrieval-Augmented Semantic Parsing: Improving Generalization with Lexical Knowledgecited by 1
  10. 2021Self-Attentive Constituency Parsing for UCCA-based Semantic Parsingcited by 0
  11. 2025SETUP: Sentence-level English-To-Uniform Meaning Representation Parsercited by 0
  12. 2026Prague Dependency Treebank -- Consolidated 2.0: Enriching a Complex Annotation Schemecited by 0