Galina Zubkova

6 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad

Venues

EMNLP (3) ACL (1) IJCAI (1) WACV (1)

Top co-authors

Ivan Sviridov (3) Pavel Blinov (3) Elena Tutubalina (2) Alexandr Nesterov (2) Andrey Savchenko (2) Ivan Bessonov (1) Artemiy Tereshchenko (1) Anastasia Orlova (1) Vladimir Vinogradov (1) Anton Alekseev (1)

Research topics

Artificial Intelligence (4) Machine Learning (3) Natural Language Processing (3) Core AI (3) Core Methods (3) Healthcare & Medicine (2) Applications (2) Clinical (2) Deep Learning (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Resources & Methods (1) Understanding (1)

Keywords

multimodal learning (2) vision-language model (2) transfer learning (1) information extraction (1) question answering (1) named entity recognition (1) medical nlp (1) medical classification (1) low-resource language (1) language model (1) drug discovery (1) electronic health record (1) retrieval-augmented generation (1) medical diagnosis (1) virtual screening (1) dialogue system (1) medical assistant (1) biomedical named entity recognition (1) medical coding (1) russian language (1)

Papers

3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark EMNLP 2025 CardioSyntax: End-to-End SYNTAX Score Prediction - Dataset Benchmark and Method WACV 2025 MADD: Multi-Agent Drug Discovery Orchestra EMNLP 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 GigaPevt: Multimodal Medical Assistant IJCAI 2024 RuCCoN: Clinical Concept Normalization in Russian ACL 2022