Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021. - Daria Bakshandaeva; Denis Dimitrov; Alex Shonenkov; Mark Potanin; Vladimir Arkhipkin; Denis Karachev; Vera Davydova; Anton Voronov; Mikhail Martynov; Natalia Semenova; Mikhail Stepnov; Elena Tutubalina; et al. (CoRR, 2021)

SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19. - Vera Davydova; Elena Tutubalina (SMM4H@COLING, 2022)

Overview of the Seventh Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2022. - Davy Weissenbacher; Juan M. Banda; Vera Davydova; Darryl Estrada-Zavala; Luis Gascó Sánchez; Yao Ge 003; Yuting Guo; Ari Z. Klein; Martin Krallinger; Mathias Leddin; Arjun Magge; Raul Rodriguez-Esteban; et al. (SMM4H@COLING, 2022)

PAUQ: Text-to-SQL in Russian. - Daria Bakshandaeva; Oleg Somov; Ekaterina Dmitrieva; Vera Davydova; Elena Tutubalina (EMNLP (Findings), 2022)

Overview of BioNNE Task on Biomedical Nested Named Entity Recognition at BioASQ 2024. - Vera Davydova; Natalia V. Loukachevitch; Elena Tutubalina (CLEF (Working Notes), 2024)

Overview of BioASQ 2024: The Twelfth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. - Anastasios Nentidis; Georgios Katsimpras; Anastasia Krithara; Salvador Lima-López; Eulàlia Farré-Maduell; Martin Krallinger; Natalia V. Loukachevitch; Vera Davydova; Elena Tutubalina; Georgios Paliouras (CLEF (2), 2024)

BioASQ at CLEF2024: The Twelfth Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge. - Anastasios Nentidis; Anastasia Krithara; Georgios Paliouras; Martin Krallinger; Luis Gascó Sánchez; Salvador Lima-López; Eulàlia Farré; Natalia V. Loukachevitch; Vera Davydova; Elena Tutubalina (ECIR (5), 2024)

Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task. - Vera Davydova; Huabin Yang; Elena Tutubalina (J. Biomed. Informatics, 2024)