The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task

  title={The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task},
  author={J. Barry and Joachim Wagner and Jennifer Foster},
  • J. Barry, Joachim Wagner, Jennifer Foster
  • Published 2020
  • Computer Science
  • ArXiv
  • We describe the ADAPT system for the 2020 IWPT Shared Task on parsing enhanced Universal Dependencies in 17 languages. We implement a pipeline approach using UDPipe and UDPipe-future to provide initial levels of annotation. The enhanced dependency graph is either produced by a graph-based semantic dependency parser or is built from the basic tree using a small set of heuristics. Our results show that, for the majority of languages, a semantic dependency parser can be successfully applied to the… CONTINUE READING
    1 Citations

    Figures, Tables, and Topics from this paper.

    Explore Further: Topics Discussed in This Paper

    Overview of the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies
    • 11
    • Highly Influenced
    • PDF


    Universal Dependency Parsing from Scratch
    • 117
    • PDF
    Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe
    • 280
    • PDF
    Treebank Embedding Vectors for Out-of-domain Dependency Parsing
    • 2
    • PDF
    UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task
    • M. Straka
    • Computer Science
    • CoNLL Shared Task
    • 2018
    • 45
    • Highly Influential
    • PDF
    Simpler but More Accurate Semantic Dependency Parsing
    • 63
    • PDF
    Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing
    • 15
    • PDF
    Deep Biaffine Attention for Neural Dependency Parsing
    • 477
    • PDF
    Single Malt or Blended? A Study in Multilingual Parser Optimization
    • 139
    • PDF
    CamemBERT: a Tasty French Language Model
    • 87
    • PDF
    Universal Dependencies 2.5 Models for UDPipe (2019-12-06)
    • 4