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Marzena Karpinska

University of Massachusetts Amherst

23 papers hereh-index 161.6k citations34 works total

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

author position
  • first author4
  • middle author19

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CL22
  • cs.LG1
affiliations
  • University of Massachusetts Amherst
HomepageORCID 0000-0001-6912-0607
same name
  • Marzena Karpinska — 1 paper

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 citedParaphrasing evades detectors of AI-generated text, but retrieval is an effective defense

91 citations · 122 across the 21 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023★ 8 cited

Large language models effectively leverage document-level context for literary translation, but critical errors persist

Marzena Karpinska, Mohit Iyyer

Large language models (LLMs) are competitive with the state of the art on a wide range of sentence-level translation datasets. However, their ability to translate paragraphs and do…

cs.CL2023★ 91 cited

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Kalpesh Krishna, Yixiao Song, Marzena Karpinska +2

The rise in malicious usage of large language models, such as fake content creation and academic plagiarism, has motivated the development of approaches that identify AI-generated…

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