Ilya Pershin

3 papers · 2023–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

EMNLP (3)

Top co-authors

Ivan Titov (2) Karim Galliamov (1) Ivan Stebakov (1) Danis Alukaev (1) Vladimir Ivanov (1) Semen Kiselev (1) Bulat Ibragimov (1) Alexey Kornaev (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Learning Types · Deep Learning (2) Healthcare & Medicine (1) Machine Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Applications (1) Clinical (1) Learning Types · Machine Learning (1) Methods (1) Models (1)

Keywords

reward modeling (1) policy optimization (1) medical imaging (1) cross-modal learning (1) reinforcement learning from human feedback (1) human gaze (1) latent variable (1) reward model (1) concept bottleneck (1) concept bottleneck model (1) cognitive plausibility (1) reading behavior (1) gaze pattern (1) interpretable concept (1) human gaze prediction (1) scanpath generation (1) eye movement analysis (1) psycholinguistic effect (1)

Papers

Enhancing RLHF with Human Gaze Modeling EMNLP 2025 How Well Can AI Models Generate Human Eye Movements During Reading? EMNLP 2025 Cross-Modal Conceptualization in Bottleneck Models EMNLP 2023