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Alexandra Klymenko

10 papers hereh-index 566 citations22 works total

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

author position
  • first author1
  • middle author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CL5
  • cs.CR2
  • cs.HC2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems

2 citations · 4 across the 10 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CY2024

Privacy Risks of General-Purpose AI Systems: A Foundation for Investigating Practitioner Perspectives

Stephen Meisenbacher, Alexandra Klymenko, Patrick Gage Kelley +3

The rise of powerful AI models, more formally General-Purpose AI Systems (GPAIS), has led to impressive leaps in performance across a wide range of tasks. At the same ti…

cs.CL2024

Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective

Juraj Vladika, Stephen Meisenbacher, Martina Preis +2

In recent years, the field of Legal Tech has risen in prevalence, as the Natural Language Processing (NLP) and legal disciplines have combined forces to digitalize legal processes.…

cs.CL2024

A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off

Stephen Meisenbacher, Nihildev Nandakumar, Alexandra Klymenko +1

The application of Differential Privacy to Natural Language Processing techniques has emerged in relevance in recent years, with an increasing number of studies published in establ…

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