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 (BioInfoMed, 2020)

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 (RANLP, 2021)

Tool for Automatic Annotation of Clinical Texts in Bulgarian - BGMedAnno. - Sylvia Vassileva; Svetla Boytcheva; Ivan Koychev (ISGT, 2022)

Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text. - Sylvia Vassileva; Georgi Grazhdanski; Svetla Boytcheva; Ivan Koychev (CLEF (Working Notes), 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 (SemEval@ACL, 2023)

Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge. - Anna Aksenova; Aleksis Datseris; Sylvia Vassileva; Svetla Boytcheva (CLEF (Working Notes), 2024)

Transformer-based approach for symptom recognition and multilingual linking. - Sylvia Vassileva; Georgi Grazhdanski; Ivan Koychev; Svetla Boytcheva (Database J. Biol. Databases Curation, 2024)