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Arianna Masciolini

I am a PhD student in Natural Language Processing, advised by Elena Volodina, Dana Dannélls and Aarne Ranta. My thesis project revolves around leveraging the Universal Dependencies (UD) framework to develop cross-lingually applicable approaches to Second Language Acquisition (SLA) studies and Computer-Assisted Language Learning (CALL).

Current focus

I am currently working on harmonized guidelines for UD as an annotation standard for learner language, as well as on a treebank based on SweLL, the Swedish Learner Language corpus. I am also supervising Christina Klironomou's Master's thesis project on automatic parsing and error annotation of learner Greek.

On the side, I develop treebank tools:

  • the STUnD Search Tool for (parallel) UD treebanks, in collaboration with Herb Lange
  • CQP/Tree, a converter that translates tree queries in to CQL, the query language used in Korp. The lead developer of this project is Niklas Deworetzki
  • WYTIWYS (What You Tree Is What You Search), a tool for graphical tree queries, also in collaboration with Niklas Deworetzki
  • treview, a command-line CoNLL-U to HTML-embedded SVG converter.

I am also a teacher in the Introduction to Programming and Computational Syntax courses offered by GU's Master in Language Technology.

I am a member of the CompSLA working group, as well as of UniDive.

Previous projects

Over the course of my PhD, I have also:

  • led the organization of the MultiGEC-2025, the first shared task on text-level Multilingual Grammatical Error Correction
  • contributed to the development of:
  • supervised the following student projects:
    • Caroline Grand-Clement's course project on the effect of annotator language background on the annotation of L2 material
    • Christina Klironomou's course project on the creation of a UD treebank of L2 Greek
    • Marco Leali's course project on domain-specific terminology injection in MT models
    • Dawit Jembere's Master's thesis on UD parsing for Amharic
  • been involved as a teacher and/or teaching assistant in several programming courses at both the University of Gothenburg and at the Chalmers University of technology.

For more, more informal information, see my personal website.

Publications BibTeX

2025 BibTeX

2024 BibTeX

2023 BibTeX

2021 BibTeX

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Position

  • PhD student