User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations. - Anton Alekseev 001; Sergey I. Nikolenko (AIST, 2016)

Word Embeddings for User Profiling in Online Social Networks. - Anton Alekseev 001; Sergey I. Nikolenko (Computación y Sistemas, 2017)

AspeRa: Aspect-Based Rating Prediction Based on User Reviews. - Elena Tutubalina; Valentin Malykh; Sergey I. Nikolenko; Anton Alekseev 001; Ilya Shenbin (WNLP@ACL, 2019)

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. - Valentin Malykh; Anton Alekseev 001; Elena Tutubalina; Ilya Shenbin; Sergey I. Nikolenko (AIST, 2019)

AspeRa: Aspect-Based Rating Prediction Model. - Sergey I. Nikolenko; Elena Tutubalina; Valentin Malykh; Ilya Shenbin; Anton Alekseev 001 (ECIR (2), 2019)

Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements. - Andrey V. Savchenko; Anton Alekseev 001; Sejeong Kwon; Elena Tutubalina; Evgeny Myasnikov; Sergey I. Nikolenko (COLING, 2020)

Recognizing Preferred Grammatical Gender in Russian Anonymous Online Confessions. - Anton Alekseev 001; Sergey I. Nikolenko (TDS, 2020)

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. - Ilya Shenbin; Anton Alekseev 001; Elena Tutubalina; Valentin Malykh; Sergey I. Nikolenko (WSDM, 2020)

Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification. - Anton Alekseev 001; Elena Tutubalina; Valentin Malykh; Sergey I. Nikolenko (J. Intell. Fuzzy Syst., 2020)

Near-Zero-Shot Suggestion Mining with a Little Help from WordNet. - Anton Alekseev 001; Elena Tutubalina; Sejeong Kwon; Sergey I. Nikolenko (AIST, 2021)

DetIE: Multilingual Open Information Extraction Inspired by Object Detection. - Michael Vasilkovsky; Anton Alekseev 001; Valentin Malykh; Ilya Shenbin; Elena Tutubalina; Dmitriy Salikhov; Mikhail Stepnov; Andrey Chertok; Sergey I. Nikolenko (AAAI, 2022)

RuCCoN: Clinical Concept Normalization in Russian. - Alexandr Nesterov; Galina Zubkova; Zulfat Miftahutdinov; Vladimir Kokh; Elena Tutubalina; Artem Shelmanov; Anton Alekseev 001; Manvel Avetisian; Andrey Chertok; Sergey I. Nikolenko (ACL (Findings), 2022)

Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking. - Anton Alekseev 001; Zulfat Miftahutdinov; Elena Tutubalina; Artem Shelmanov; Vladimir Ivanov 001; Vladimir Kokh; Alexandr Nesterov; Manvel Avetisian; Andrey Chertok; Sergey I. Nikolenko (LREC, 2022)

Benchmarking Multilabel Topic Classification in the Kyrgyz Language. - Anton Alekseev 001; Sergey I. Nikolenko; Gulnara Kabaeva (AIST, 2023)

Machine Learning for SAT: Restricted Heuristics and New Graph Representations. - Mikhail Shirokikh; Ilya Shenbin; Anton Alekseev 001; Sergey I. Nikolenko (CoRR, 2023)

KyrgyzNLP: Challenges, Progress, and Future. - Anton Alekseev 001; Timur Turatali (AIST, 2024)

$ nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. - Kuzma Khrabrov; Anton Ber; Artem Tsypin; Konstantin Ushenin; Egor Rumiantsev; Alexander Telepov; Dmitry Protasov; Ilya Shenbin; Anton Alekseev 001; Mikhail Shirokikh; Sergey I. Nikolenko; Elena Tutubalina; et al. (NeurIPS, 2024)

Neural Click Models for Recommender Systems. - Mikhail Shirokikh; Ilya Shenbin; Anton Alekseev 001; Anna Volodkevich; Alexey Vasilev; Andrey V. Savchenko; Sergey I. Nikolenko (SIGIR, 2024)

∇2DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. - Kuzma Khrabrov; Anton Ber; Artem Tsypin; Konstantin Ushenin; Egor Rumiantsev; Alexander Telepov; Dmitry Protasov; Ilya Shenbin; Anton Alekseev 001; Mikhail Shirokikh; Sergey I. Nikolenko; Elena Tutubalina; et al. (CoRR, 2024)

HJ-Ky-0.1: an Evaluation Dataset for Kyrgyz Word Embeddings. - Anton Alekseev 001; Gulnara Kabaeva (CoRR, 2024)

Syntactic Transfer to Kyrgyz Using the Treebank Translation Method. - Anton Alekseev 001; Alina Tillabaeva; Gulnara Kabaeva; Sergey I. Nikolenko (CoRR, 2024)

LAMeD: LLM-generated Annotations for Memory Leak Detection. - Ekaterina Shemetova; Ilya Shenbin; Ivan Smirnov; Anton Alekseev 001; Alexey D. Rukhovich; Sergey I. Nikolenko; Vadim Lomshakov; Irina Piontkovskaya (CoRR, 2025)