Andrey Sakhovskiy

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Transfer Learning

Chemical Reactions

Top Venues

SMM4H@NAACL-HLT

Publications

Natalia V. Loukachevitch, Andrey Sakhovskiy, Elena Tutubalina
Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian. LREC/COLING (2024)
Andrey Sakhovskiy, Elena Tutubalina
Cross-Lingual Transfer Learning in Drug-Related Information Extraction from User-Generated Texts. Program. Comput. Softw. 49 (7) (2023)
Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina
Graph-Enriched Biomedical Entity Representation Transformer. CLEF (2023)
Andrey Sakhovskiy, Elena Tutubalina
Multimodal model with text and drug embeddings for adverse drug reaction classification. J. Biomed. Informatics 135 (2022)
Andrey Sakhovskiy, Elena Tutubalina
Multimodal Model with Text and Drug Embeddings for Adverse Drug Reaction Classification. CoRR (2022)
Andrey Sakhovskiy, Zulfat Miftahutdinov, Elena Tutubalina
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects. SMM4H@NAACL-HLT (2021)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews. Bioinform. 37 (2) (2021)
Andrey Sakhovskiy, Elena Tutubalina, Valery D. Solovyev, Marina Solnyshkina
Topic Modeling as a Method of Educational Text Structuring. DeSE (2020)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews. CoRR (2020)
Zulfat Miftahutdinov, Andrey Sakhovskiy, Elena Tutubalina
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions. SMM4H@COLING (2020)