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Andrey Sakhovskiy
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2020 – today
- 2024
- [c5]Natalia V. Loukachevitch, Andrey Sakhovskiy, Elena Tutubalina:
Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian. LREC/COLING 2024: 2383-2389 - 2023
- [j3]Andrey Sakhovskiy
, Elena Tutubalina:
Cross-Lingual Transfer Learning in Drug-Related Information Extraction from User-Generated Texts. Program. Comput. Softw. 49(7): 590-595 (2023) - [c4]Andrey Sakhovskiy
, Natalia Semenova
, Artur Kadurin
, Elena Tutubalina
:
Graph-Enriched Biomedical Entity Representation Transformer. CLEF 2023: 109-120 - 2022
- [j2]Andrey Sakhovskiy, Elena Tutubalina
:
Multimodal model with text and drug embeddings for adverse drug reaction classification. J. Biomed. Informatics 135: 104182 (2022) - [i2]Andrey Sakhovskiy, Elena Tutubalina
:
Multimodal Model with Text and Drug Embeddings for Adverse Drug Reaction Classification. CoRR abs/2210.13238 (2022) - 2021
- [j1]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): 243-249 (2021) - [c3]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: 39-43 - 2020
- [c2]Andrey Sakhovskiy, Elena Tutubalina
, Valery D. Solovyev
, Marina Solnyshkina:
Topic Modeling as a Method of Educational Text Structuring. DeSE 2020: 399-405 - [c1]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: 51-56 - [i1]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 abs/2004.03659 (2020)
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