Svetla Boytcheva

2025

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Graphwise @ CLEF-2025 GutBrainIE: Towards Automated Discovery of Gut-Brain Interactions - Deep Learning for NER and Relation Extraction from PubMed Abstracts.
Aleksis Datseris|Mario Kuzmanov|Ivelina Nikolova-Koleva|Dimitar Taskov|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.
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Enigma @ ELCardioCC: Bridging NER and ICD-10 Entity Linking - A Hybrid Method for Greek Clinical Narratives.
Boris Velichkov|Aleksis Datseris|Sylvia Vassileva|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.

2024

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Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge.
Anna Aksenova|Aleksis Datseris|Sylvia Vassileva|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.

2023

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Improving Biomedical Question Answering with Sentence-based Ranking at BioASQ-11b.
Anna Aksenova|Tsvetan Asamov|Petar Ivanov|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
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Maximum Likelihood Estimation with Deep Learning for Multiple Sclerosis Progression Prediction.
Tsvetan Asamov|Petar Ivanov|Anna Aksenova|Dimitar Taskov|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
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Leveraging Biomedical Ontologies for Clinical Procedures Recognition in Spanish at BioASQ MedProcNER.
Petar Ivanov|Anna Aksenova|Tsvetan Asamov|Svetla Boytcheva
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
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Fusion @ BioASQ MedProcNER: Transformer-based Approach for Procedure Recognition and Linking in Spanish Clinical Text.
Sylvia Vassileva|Georgi Grazhdanski|Svetla Boytcheva|Ivan Koychev
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.