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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 2018Show all

2 papers · 1 filter

cs.CL2018★ 1 cited

Testing the Generalization Power of Neural Network Models Across NLI Benchmarks

Aarne Talman, Stergios Chatzikyriakidis

Neural network models have been very successful in natural language inference, with the best models reaching 90% accuracy in some benchmarks. However, the success of these models t…

cs.CL2018★ 23 cited

Sentence Embeddings in NLI with Iterative Refinement Encoders

Aarne Talman, Anssi Yli-Jyrä, Jörg Tiedemann

Sentence-level representations are necessary for various NLP tasks. Recurrent neural networks have proven to be very effective in learning distributed representations and can be tr…

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