Kateryna Vovk

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (2)Scientific Discovery & Drug Design (2)Eval Frameworks & Benchmarks (1)

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Anamaria Hell (2)Anamaria Hell (2)Kateryna Vovk (2)Veena Krishnaraj (2)

Papers (2)

Jul 28, 2026

Anamaria Hell +39Jul 28, 2026·also Affiliation:

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology I: Literature Review

AI-generated literature reviews miss the mark, with less than 6% overlap with expert selections, but the 2026 model shows promise for error-free performance.

Anamaria Hell, Anamaria Hell, Kateryna Vovk +37

Natural Language Processing Scientific Discovery & Drug Design

Jia Liu +39Jul 28, 2026·also Affiliation:

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation

AI-generated project proposals can match human quality, but AI reviewers show a bias towards favoring their own outputs.

Jia Liu, V. Krishnaraj, Veena Krishnaraj +37

Eval Frameworks & Benchmarks Natural Language Processing Scientific Discovery & Drug Design

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Kateryna Vovk

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)