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researcher

Aarne Talman

University of Helsinki

8 papers hereh-index 7236 citations13 works total

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

author position
  • first author7
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CL8
affiliations
  • University of Helsinki
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedSentence Embeddings in NLI with Iterative Refinement Encoders

23 citations · 38 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.CL2023★ 3 cited

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging

Aarne Talman, Hande Celikkanat, Sami Virpioja +2

This paper introduces Bayesian uncertainty modeling using Stochastic Weight Averaging-Gaussian (SWAG) in Natural Language Understanding (NLU) tasks. We apply the approach to standa…

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