Sylvia Vassileva

According to our database, Sylvia Vassileva authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Team Fusion@ SU@ BC8 SympTEMIST track: transformer-based approach for symptom recognition and linking.

Georgi Grazhdanski, Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva

CoRR, April, 2026

FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts.

Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva

CoRR, April, 2026

2025

SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation.

Georgi Grazhdanski, Vasil Vasilev, Sylvia Vassileva, Dimitar Taskov, Izabel Antova, Ivan Koychev, Svetla Boytcheva

J. Biomed. Informatics, 2025

Using LLMs for Multilingual Clinical Entity Linking to ICD-10.

Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

ExPe: Exact Positional Encodings for Generative Transformer Models with Extrapolating Capabilities.

Aleksis Datseris, Sylvia Vassileva, Ivan Koychev, Svetla Boytcheva

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

Enigma @ ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives.

Boris Velichkov, Aleksis Datseris, Sylvia Vassileva, Svetla Boytcheva

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

2024

Transformer-based approach for symptom recognition and multilingual linking.

Sylvia Vassileva, Georgi Grazhdanski, Ivan Koychev, Svetla Boytcheva

Database J. Biol. Databases Curation, January, 2024

Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge.

Anna Aksenova, Aleksis Datseris, Sylvia Vassileva, Svetla Boytcheva

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation.

Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text.

Sylvia Vassileva, Georgi Grazhdanski, Svetla Boytcheva, Ivan Koychev

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno.

Sylvia Vassileva, Svetla Boytcheva, Ivan Koychev

Proceedings of the Information Systems and Grid Technologies, Sofia, Bulgaria, May 27, 2022

2021

Comparative Analysis of Fine-tuned Deep Learning Language Models for ICD-10 Classification Task for Bulgarian Language.

Boris Velichkov, Sylvia Vassileva, Simeon Gerginov, Boris Kraychev, Ivaylo Ivanov, Philip Ivanov, Ivan Koychev, Svetla Boytcheva

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020

Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian.

Boris Velichkov, Simeon Gerginov, Panayot Panayotov, Sylvia Vassileva, Gerasim Velchev, Ivan Koychev, Svetla Boytcheva

Proceedings of the Contemporary Methods in Bioinformatics and Biomedicine and Their Applications, 2020