Sylvia Vassileva

13 papers Misc 3Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Enigma @ ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives.
CLEF (Working Notes)
Boris Velichkov, Aleksis Datseris, Sylvia Vassileva, Svetla Boytcheva
2025 Misc conf
ExPe: Exact Positional Encodings for Generative Transformer Models with Extrapolating Capabilities.
RANLP
Aleksis Datseris, Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva
2025 J jnl
ExPe: Exact Positional Encodings for Generative Transformer Models with Extrapolating Capabilities.
CoRR
Aleksis Datseris, Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva
2025 J jnl
SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.
J. Biomed. Informatics
Georgi Grazhdanski, Vasil Vasilev, Sylvia Vassileva, Dimitar Taskov, Izabel Antova, Ivan Koychev, Svetla Boytcheva
2025 Misc conf
Using LLMs for Multilingual Clinical Entity Linking to ICD-10.
RANLP
Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva
2025 J jnl
Using LLMs for Multilingual Clinical Entity Linking to ICD-10.
CoRR
Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva
2024 — conf
Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge.
CLEF (Working Notes)
Anna Aksenova, Aleksis Datseris, Sylvia Vassileva, Svetla Boytcheva
2024 J jnl
Transformer-based approach for symptom recognition and multilingual linking.
Database J. Biol. Databases Curation
Sylvia Vassileva, Georgi Grazhdanski, Ivan Koychev, Svetla Boytcheva
2023 — conf
FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation.
SemEval@ACL
Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev
2023 — conf
Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text.
CLEF (Working Notes)
Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev
2022 — conf
Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno.
ISGT
Sylvia Vassileva, Svetla Boytcheva, Ivan Koychev
2021 Misc conf
Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language.
RANLP
Boris Velichkov, Sylvia Vassileva, Simeon Gerginov, Boris Kraychev, Ivaylo Ivanov, Philip Ivanov, Ivan Koychev, Svetla Boytcheva
2020 — conf
Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian.
BioInfoMed
Boris Velichkov, Simeon Gerginov, Panayot Panayotov, Sylvia Vassileva, Gerasim Velchev, Ivan Koychev, Svetla Boytcheva