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researcher

Anna Sotnikova

University of Maryland

4 papers hereh-index 4131 citations10 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.CY1
affiliations
  • University of Maryland

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedMultilingual large language models leak human stereotypes across language boundaries

3 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2026

CresOWLve: Benchmarking Creative Problem-Solving Over Real-World Knowledge

Mete Ismayilzada, Renqing Cuomao, Daniil Yurshevich +3

Creative problem-solving requires combining multiple cognitive abilities, including logical reasoning, lateral thinking, analogy-making, and commonsense knowledge, to discover insi…

cs.CL2023★ 3 cited

Multilingual large language models leak human stereotypes across language boundaries

Yang Trista Cao, Anna Sotnikova, Jieyu Zhao +3

Multilingual large language models have gained prominence for their proficiency in processing and generating text across languages. Like their monolingual counterparts, multilingua…

cs.CL2022

Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models

Yang Trista Cao, Anna Sotnikova, Hal Daumé +2

NLP models trained on text have been shown to reproduce human stereotypes, which can magnify harms to marginalized groups when systems are deployed at scale. We adapt the Agency-Be…

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