Publications

Publications in journals in the first two quartiles of the respective scientific field

Koeva, Svetla. 2026. BulMMLU: A Subject-Specific Benchmark for Evaluating Large Language Models on Bulgarian Language, Culture, Economy and History. Training, Language, and Culture.

Status: submitted·SJR 0.506 Q1 Cultural Studies & Linguistics·CiteScore 2.1

Indexed in:Scopus

Kralev, Jordan. 2026. Fine-Tuning LLMs for Real-Time Fuzzy Insulin Control in Type I Diabetes. Visual Computing for Industry, Biomedicine, and Art. Springer.

Status: submitted·SJR 1.19 Q1 Computer Vision & Pattern Recognition·IF 6.5 · CiteScore 9.2

Indexed in:ScopusDBLP

Kralev, Jordan. 2026. Learning a Low-Rank Projection Operator between High-Dimensional Visual Feature Spaces and Linguistic Embedding Spaces for Domain Adaptation. IEEE Transactions on Emerging Topics in Computational Intelligence. IEEE.

Status: submitted·SJR 1.65 Q1 Artificial Intelligence·IF 6.5 · CiteScore 9.4

Indexed in:ScopusWoS (SSCI)DBLP

Stoyanova, Ivelina. 2026. System for Describing Large Language Models in Bulgarian. International Journal of Artificial Intelligence in Education. Springer. ISSN 1560-4292

Status: submitted·SJR 3.2 Q1 Education / E-learning·IF 8.5 · CiteScore 15.4

Indexed in:Scopus

Koeva, Svetla & Ivelina Stoyanova. 2026. A Model for Metadata Organisation and Management for Compilation of Specialised Datasets from Big Data. Big Data and Cognitive Computing, MDPI. ISSN 2504-2289

Status: submitted·SJR 1.033 Q1 Artificial Intelligence·CiteScore 9.8

Indexed in:ScopusWoS (SSCI)DBLPERIH PLUS

Stoyanova, Ivelina. 2026. Investigating Bias in Bulgarian in the Context of Large Language Models. Language Resources and Evaluation, Springer Netherlands. ISSN 1574-020X / 1574-0218

Status: submitted·SJR 0.574 Q1 Linguistics and Language·CiteScore 4.3

Indexed in:ScopusWoS (SSCI)DBLPERIH PLUS

Publications in journals referenced or indexed in international databases

Kralev, Jordan. 2026. Direct Projection of Visual Features into Linguistic Embeddings for Domain-Adapted Multimodal Learning. In Proceedings of the International Conference Computational Linguistics in Bulgaria (CLIB 2026).

Status: accepted·SJR 0.107

Indexed in:ScopusWoS (CPCI)ACL AnthologyDBLP

Koeva, Svetla. 2026. Towards a New Grammar Checker for Bulgarian. In Proceedings of the International Conference Computational Linguistics in Bulgaria (CLIB 2026).

Status: accepted·SJR 0.107

Indexed in:ScopusWoS (CPCI)ACL AnthologyDBLP

Todorova, Maria, Valentina Stefanova, Tsvetana Dimitrova, Mihaela Moskova, Hristina Kukova, Svetlozara Leseva, Ivelina Stoyanova, Dimitar Georgiev & Svetla Koeva. 2026. A Benchmark for Reading Literacy Assessment: Combining Large Language Models and Human Review in PISA-Style Tasks. In Proceedings of the International Conference Computational Linguistics in Bulgaria (CLIB 2026).

Status: accepted·SJR 0.107

Indexed in:ScopusWoS (CPCI)ACL AnthologyDBLP

Koeva, Svetla, Ivelina Stoyanova, Dimiter Georgiev, Svetlozara Leseva, Valentina Stefanova, Maria Todorova, Tsvetana Dimitrova, Hristina Kukova, Mihaela Moskova & Tinko Tinchev. 2026. Bulgarian Massive Multitask Language Understanding Benchmark. In Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026), pp. 4658–4672. Palma de Mallorca, 11–16 May 2026. ELRA. ISBN 978-2-493814-49-4 · ISSN 2522-2686

DOI: 10.63317/57jy4fetjmc4·Status: published

Indexed in:ScopusWoS CPCIACL AnthologyDBLP

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Koeva, Svetla & Ivelina Stoyanova. 2026. IfGPT, a Large Dataset Representing Bulgarian, with the Bulgarian National Corpus as Its Core. In Proceedings of the 12th Workshop on Challenges in the Management of Large Corpora (CMLC-12) @ LREC 2026, pp. 12–24. Palma de Mallorca, 11 May 2026. ELRA. ISBN 978-2-493814-67-8

Status: published

Indexed in:Scopus (via LREC)WoS CPCI (via LREC)ACL AnthologyDBLP

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Koeva, Svetla & Ivelina Stoyanova. 2026. Recent Developments of the Bulgarian National Corpus. In Proceedings of CMLC-12 @ LREC 2026, pp. 71–75. Palma de Mallorca, 11 May 2026. ELRA. ISBN 978-2-493814-67-8

Status: published

Indexed in:Scopus (via LREC)WoS CPCI (via LREC)ACL AnthologyDBLP

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Kralev, Jordan. 2025. Fusion of Object-Centric and Linguistic Features for Domain-Adapted Multimodal Learning. In Proceedings of RANLP 2025, pp. 587–594. Varna, Bulgaria, 8–10 Sep 2025. INCOMA Ltd., Shoumen. ISBN 978-954-452-098-4

DOI: 10.26615/978-954-452-098-4-069·Status: published·SJR 0.226 Q4

Indexed in:ScopusDBLPACL Anthology

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Hristov, Dimitar. 2025. Large Language Models for Lexical Resource Enhancement: Multiple Hypernymy Resolution in WordNet. In Proceedings of the 9th Student Research Workshop @ RANLP 2025, pp. 20–26. Varna, Bulgaria, 8–13 Sep 2025. INCOMA Ltd., Shoumen.

Status: published·RANLP SJR 0.226 Q4

Indexed in:ACL AnthologyDBLP

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Koeva, Svetla, Ivelina Stoyanova & Jordan Kralev. 2025. IfGPT: A Dataset in Bulgarian for Large Language Models. In Proceedings of the 1st Workshop on Advancing NLP for Low-Resource Languages (LowResNLP) @ RANLP 2025, pp. 65–75. Varna, 13 Sep 2025. INCOMA Ltd., Shoumen. ISBN 978-954-452-100-4

DOI: 10.26615/978-954-452-100-4-007·Status: published·RANLP SJR 0.226 Q4

Indexed in:ACL AnthologyDBLP

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Kralev, Jordan & Svetla Koeva. 2025. Инфраструктура за създаване на чатбот с големи езикови модели и контекстно разширяване на инструкциите.
[Infrastructure for Creating a Chatbot with Large Language Models and Context-Augmented Instructions]
Математика и информатика [Mathematics and Informatics], vol. 68, no. 5. Az-buki, Sofia. ISSN 1310-2230 / 1314-8532

DOI: 10.53656/math2025-5-4-idl·Status: published·CiteScore 0.2 Q4 2024

Indexed in:ScopusCEEOLERIH PLUS