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Home/Authors/Yevgeniya Kovalchuk

Yevgeniya Kovalchuk

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

AI×1NLP×1

Frequent co-authors

Mack Nixon1×
Liam Wright1×
Alison Fang-Wei Wu1×
Martin Danka1×
Andy Boyd1×
David Bann1×

Research Timeline

2026
Agentic coding without the cloud: evaluating open-weight large language models on longitudinal data preparation tasks

This paper introduces an open-source framework for evaluating the efficacy of AI agents powered by open-weight large language models on data preparation tasks in research using locally deployable models.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.CLEmpiricalRecentJul 23, 2026

Agentic coding without the cloud: evaluating open-weight large language models on longitudinal data preparation tasks

Mack Nixon, Liam Wright, Yevgeniya Kovalchuk, Alison Fang-Wei Wu +3 more

This paper introduces an open-source framework for evaluating the efficacy of AI agents powered by open-weight large language models on data preparation tasks in research using locally deployable mode…

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