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Sylvia Vassileva

Observed name: Vassileva, Sylvia
ORCID: 0000-0002-2257-0659
Observed ORCID: 0000-0002-2257-0659
OpenAlex ID: A5003348604
Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 classification task for Bulgarian Language
2021 · Boris Velichkov, Sylvia Vassileva, et al. · International conference Recent advances in natural language processing · 11
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SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation
2025 · Georgi Grazhdanski, Vasil Vasilev, et al. · Journal of Biomedical Informatics · 8
Automatic ICD-10 codes association to diagnosis: Bulgarian case
2020 · Boris Velichkov, Simeon Gerginov, et al. · International Conference Computational Systems-Biology and Bioinformatics · 7
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Team Fusion@ SU@ BC8 SympTEMIST track: transformer-based approach for symptom recognition and linking
2023 · Grazhdanski, Georgi, Vassileva, Sylvia, et al. · arXiv (Cornell University) · 4
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Transformer-based approach for symptom recognition and multilingual linking
2024 · Sylvia Vassileva, Georgi Grazhdanski, et al. · Database · 3
Using LLMs for Multilingual Clinical Entity Linking to ICD-10
2025 · Sylvia Vassileva, Ivan Koychev, et al. · International conference Recent advances in natural language processing · 2
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FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation
2023 · Sylvia Vassileva, Georgi Grazhdanski, et al. · International Workshop on Semantic Evaluation (SemEval) · 1
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A Survey on Multilingual Clinical Entity Linking in the LLM Age
2026 · Sylvia Vassileva, Ivan Koychev, et al. · Proceedings of the international neural networks society
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Enigma at #SMM4H–HeaRD 2026: Leveraging Multilingual Pre-trained Models for Clinical Named Entity Recognition
2026 · Sylvia Vassileva, Plamena Ilieva, et al. · Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H)
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BGSynthMedic: Synthetic Parallel English-Bulgarian Discharge Summary Corpus with Automatic Annotations
2026 · Svetla Boytcheva, Sylvia Vassileva, et al. · International Conference Computational Linguistics in Bulgaria (CLIB)
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Enigma @ ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives
2025 · Velichkov, Boris, Datseris, Aleksis, et al. · Zenodo (CERN European Organization for Nuclear Research)
Enigma@ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives
2025 · Velichkov, Boris, Datseris, Aleksis, et al. · Zenodo (CERN European Organization for Nuclear Research)
FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts
2025 · Vassileva, Sylvia, Koychev, Ivan, et al. · arXiv (Cornell University)
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ExPe: Exact Positional Encodings for Generative Transformer Models with Extrapolating Capabilities
2025 · Graphwise, Sofia, Bulgaria, Aleksis Datseris, et al. · International conference Recent advances in natural language processing
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Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge
2024 · Aksenova, Anna, Datseris, Aleksis, et al. · Zenodo (CERN European Organization for Nuclear Research)
Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian
2022 · Boris Velichkov, Simeon Gerginov, et al. · Lecture notes in networks and systems
Automatic Transformation of Clinical Narratives into Structured Format
2021 · Sylvia Vassileva, Gergana Todorova, et al. · Student Research Workshop .../Proceedings of the Student Research Workshop ...
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Works count: 20
Citation count: 36
H-index: 4
I10-index: 1
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