Andrey Sakhovskiy

According to our database, Andrey Sakhovskiy authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer.

Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures.

Veronika Ganeeva, Andrey Sakhovskiy, Kuzma Khrabrov, Andrey V. Savchenko, Artur Kadurin, Elena Tutubalina

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian.

Natalia V. Loukachevitch, Andrey Sakhovskiy, Elena Tutubalina

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Cross-Lingual Transfer Learning in Drug-Related Information Extraction from User-Generated Texts.

Andrey Sakhovskiy, Elena Tutubalina

Program. Comput. Softw., December, 2023

Graph-Enriched Biomedical Entity Representation Transformer.

Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022

Multimodal model with text and drug embeddings for adverse drug reaction classification.

Andrey Sakhovskiy, Elena Tutubalina

J. Biomed. Informatics, 2022

2021

The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.

Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko

Bioinform., 2021

KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects.

Andrey Sakhovskiy, Zulfat Miftahutdinov, Elena Tutubalina

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

2020

KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions.

Zulfat Miftahutdinov, Andrey Sakhovskiy, Elena Tutubalina

Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020

Topic Modeling as a Method of Educational Text Structuring.

Andrey Sakhovskiy, Elena Tutubalina, Valery D. Solovyev, Marina Solnyshkina

Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020