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Computer Science

D-Index
39
Citations
5440
World Ranking
9869
National Ranking
179

Overview

Gertjan van Noord is affiliated with the University of Groningen in the Netherlands. Their research primarily spans the field of Computer Science with a specialized focus on Artificial Intelligence and, to a lesser extent, Computer Vision and Pattern Recognition.

Their work covers several main topics, including:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Text Readability and Simplification
  • Multimodal Machine Learning Applications
  • Speech Recognition and Synthesis
  • Domain Adaptation and Few-Shot Learning
  • Handwritten Text Recognition Techniques

Gertjan van Noord's recent publications demonstrate involvement in diverse areas of natural language processing and machine translation. Key papers include:

  • "UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling," 2022, Computational Linguistics
  • "Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation," 2024, Transactions of the Association for Computational Linguistics
  • "Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language," 2021, arXiv (Cornell University)
  • "Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer," 2022, arXiv (Cornell University)
  • "Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation," 2023, arXiv (Cornell University)

Their frequent publication venues reveal a strong presence in both journal and preprint repositories:

  • arXiv (Cornell University)
  • Computational Linguistics
  • Transactions of the Association for Computational Linguistics
  • Tabu.

Collaboration is a notable aspect of their research, with several frequent co-authors contributing across multiple works. These include:

  • Lukas Edman
  • Antonio Toral
  • Arianna Bisazza
  • Ahmet Üstün
  • Gosse Bouma

Across their research output, Gertjan van Noord emphasizes multilingual processing, transfer learning methods, and language adaptability. Their publications often address challenges in low-resource languages and character-level processing techniques, contributing to contemporary advancements in natural language understanding and generation.

Best Publications

  • Universal Dependencies 2.2

    Joakim Nivre;Mitchell Abrams;Željko Agić;Lars Ahrenberg

  • Semantic-head-driven generation

    Stuart M. Shieber;Gertjan van Noord;Fernando C. N. Pereira;Robert C. Moore

  • BERTje : A Dutch BERT Model

    Wietse de Vries;Andreas van Cranenburgh;Arianna Bisazza;Tommaso Caselli

  • At Last Parsing Is Now Operational

    Gertjan van Noord

  • Universal Dependencies 2.1

    Joakim Nivre;Željko Agić;Lars Ahrenberg;Lene Antonsen

  • Universal Dependencies 2.0

    Joakim Nivre;Željko Agić;Lars Ahrenberg;Maria Jesus Aranzabe

  • Universal Dependencies 2.3

    Joakim Nivre;Mitchell Abrams;Željko Agić;Lars Ahrenberg

  • Adjuncts and the processing of lexical rules

    Gertjan van Noord;Gosse Bouma

  • Large Scale Syntactic Annotation of written Dutch (LASSY)

    Gertjan van Noord;Gosse Bouma;Frank Van Eynde;Daniël de Kok

  • Finite State Transducers with Predicates and Identities

    Gertjan van Noord;Dale Gerdemann

  • Robust grammatical analysis for spoken dialogue systems

    Gertjan Van Noord;Gosse Bouma;Rob Koeling;Mark-Jan Nederhof

  • An Extendible Regular Expression Compiler for Finite-State Approaches in Natural Language Processing

    Gertjan Van Noord;Dale Gerdemann

  • Approximation and Exactness in Finite State Optimality Theory

    Dale Gerdemann;Gertjan van Noord

  • A Semantic-Head-Driven Generation Algorithm for Unification-Based Formalisms

    Stuart M. Shieber;Gertjan van Noord;Robert C. Moore;Fernando C. N. Pereira

  • An efficient implementation of the head-corner parser

    Gertjan van Noord

  • UDapter: Language Adaptation for Truly Universal Dependency Parsing

    Ahmet Üstün;Arianna Bisazza;Gosse Bouma;Gertjan van Noord

  • Error Mining for Wide-Coverage Grammar Engineering

    Gertjan van Noord

  • Effective Measures of Domain Similarity for Parsing

    Barbara Plank;Gertjan van Noord

  • Squib: Reproducibility in Computational Linguistics: Are We Willing to Share?

    Unknown

  • Reversibility in Natural Language Processing

    Gertjan M. van Noord

  • Universal Dependencies 2.6

    Daniel Zeman;Joakim Nivre;Mitchell Abrams;Elia Ackermann

  • Universal Dependencies 2.7

    Daniel Zeman;Joakim Nivre;Mitchell Abrams;Elia Ackermann

Frequent Co-Authors

Barbara Plank
Barbara Plank Ludwig-Maximilians-Universität München
Slav Petrov
Slav Petrov Google (United States)
Christopher D. Manning
Christopher D. Manning Stanford University
Joakim Nivre
Joakim Nivre Uppsala University
Samuel R. Bowman
Samuel R. Bowman New York University
Sampo Pyysalo
Sampo Pyysalo University of Turku
Jan Hajič
Jan Hajič Charles University
Filip Ginter
Filip Ginter University of Turku

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