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Verna Dankers

University of Edinburgh

16 papers hereh-index 141k citations30 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author8
  • last author1

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CL15
  • cs.CV1
affiliations
  • University of Edinburgh
same name
  • Verna Dankers — 3 papers, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedState-of-the-art generalisation research in NLP: A taxonomy and review

70 citations · 97 across the 15 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CV2026

CRAG-MM-Diagnostics: Enabling Stage-Wise Analysis of Knowledge-Intensive VQA

Hanseok Oh, Parishad BehnamGhader, Benno Krojer +4

Knowledge-Intensive Visual Question Answering (KI-VQA) benchmarks evaluate Vision-Language Models (VLMs) as multimodal knowledge assistants by requiring external information beyond…

cs.CL2026

Leveraging Routing Dynamics in Mixture-of-Experts Models for Efficient Language Adaptation

Aditi Khandelwal, Marius Mosbach, Verna Dankers +2

Mixture-of-Experts (MoE) models are widely used to scale language models, yet their expert routing behavior and adaptation in a multilingual setting remain underexplored. In this w…

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