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researcher

B. Winter

3 papers hereh-index 4230 citations6 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3
same name
  • B. Winter — 18 papers, h 17
  • B. Winter — 12 papers, h 49
  • B. Winter — 4 papers, h 5
  • B. Winter — 3 papers, h 2
  • B. Winter — 2 papers
  • B. Winter — 1 paper, h 1

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
20192025
most citedHow Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

82 citations · 84 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2025

Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction

Alexei Figueroa, Justus Westerhoff, Golzar Atefi +5

Biologically inspired neural networks offer alternative avenues to model data distributions. FlyVec is a recent example that draws inspiration from the fruit fly's olfactory circui…

cs.CL2020★ 2 cited

VisBERT: Hidden-State Visualizations for Transformers

Betty van Aken, Benjamin Winter, Alexander Löser +1

Explainability and interpretability are two important concepts, the absence of which can and should impede the application of well-performing neural networks to real-world problems…

cs.CL2019★ 82 cited

How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

Betty van Aken, Benjamin Winter, Alexander Löser +1

Bidirectional Encoder Representations from Transformers (BERT) reach state-of-the-art results in a variety of Natural Language Processing tasks. However, understanding of their int…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.