Boris Velichkov

According to our database, Boris Velichkov authored at least 7 papers between 2014 and 2025.

Collaborative distances:

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

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

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

Automatic Generation of Annotated Corpora of Diagnoses with ICD-10 codes based on Open Data and Linked Open Data.

Svetla Boytcheva, Boris Velichkov, Gerasim Velchev, Ivan Koychev

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 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

AI-driven Approach for Automatic Synthetic Patient Status Corpus Generation.

Boris Velichkov, Kristina Ivanova, Valeri Hristov, Ivan I. Borisov, Alexander Peychev, Ivan Koychev, Svetla Boytcheva

Proceedings of the AIVR 2020: 4th International Conference on Artificial Intelligence and Virtual Reality, 2020

2019

Deep learning contextual models for prediction of sport event outcome from sportsman's interviews.

Boris Velichkov, Ivan Koychev, Svetla Boytcheva

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

2014

SU-FMI: System Description for SemEval-2014 Task 9 on Sentiment Analysis in Twitter.

Boris Velichkov, Borislav Kapukaranov, Ivan Grozev, Jeni Karanesheva, Todor Mihaylov, Yasen Kiprov, Preslav Nakov, Ivan Koychev, Georgi Georgiev

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014