Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014. - Pavel Blinov; Eugeny V. Kotelnikov (SemEval@COLING, 2014)

Types of Aspect Terms in Aspect-Oriented Sentiment Labeling. - Natalia V. Loukachevitch; Evgeniy V. Kotelnikov; Pavel Blinov (BSNLP@RANLP, 2015)

Semantic similarity for aspect-based sentiment analysis. - Pavel Blinov; Evgeniy V. Kotelnikov (Russ. Digit. Libr. J., 2015)

Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks. - Pavel Blinov; Manvel Avetisian; Vladimir Kokh; Dmitry Umerenkov; Alexander Tuzhilin (AIME, 2020)

Transformer Models for Drug Adverse Effects Detection from Tweets. - Pavel Blinov; Manvel Avetisian (SMM4H@COLING, 2020)

Text Augmentation Techniques in Drug Adverse Effect Detection Task. - Pavel Blinov (SMM4H@NAACL-HLT, 2021)

Patient Embeddings in Healthcare and Insurance Applications. - Pavel Blinov; Vladimir Kokh (CoRR, 2021)

RuMedBench: A Russian Medical Language Understanding Benchmark. - Pavel Blinov; Arina Reshetnikova; Aleksandr Nesterov; Galina Zubkova; Vladimir Kokh (AIME, 2022)

Combining Survival Analysis and Machine Learning for Mass Cancer Risk Prediction using EHR data. - Petr Philonenko; Vladimir Kokh; Pavel Blinov (CoRR, 2023)

GigaPevt: Multimodal Medical Assistant. - Pavel Blinov; Konstantin Egorov; Ivan Sviridov; Nikolay Ivanov; Stepan Botman; Evgeniy Tagin; Stepan Kudin; Galina Zubkova; Andrey V. Savchenko (IJCAI, 2024)

MedSyn: LLM-Based Synthetic Medical Text Generation Framework. - Gleb Kumichev; Pavel Blinov; Yulia Kuzkina; Vasily Goncharov; Galina Zubkova; Nikolai Zenovkin; Aleksei Goncharov; Andrey V. Savchenko (ECML/PKDD (10), 2024)

End-to-end SYNTAX score prediction: benchmark and methods. - Alexander Ponomarchuk; Ivan Kruzhilov; Galina Zubkova; Artem Shadrin; Ruslan Utegenov; Ivan Bessonov; Pavel Blinov (CoRR, 2024)

Medical Profile Model: Scientific and Practical Applications in Healthcare. - Pavel Blinov; Vladimir Kokh (IEEE J. Biomed. Health Informatics, 2024)

CardioSyntax: End-to-End SYNTAX Score Prediction - Dataset, Benchmark and Method. - Alexander Ponomarchuk; Ivan Kruzhilov; Gleb Mazanov; Ruslan Utegenov; Artem Shadrin; Galina Zubkova; Ivan Bessonov; Pavel Blinov (WACV, 2025)

3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark. - Ivan Sviridov; Amina Miftakhova; Artemiy Tereshchenko; Galina Zubkova; Pavel Blinov; Andrey V. Savchenko (CoRR, 2025)