Anton Alekseev

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Rating Prediction

Implicit Feedback

Text Classification

Open Information Extraction

Top Venues

Publications

Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
Neural Click Models for Recommender Systems. SIGIR (2024)
Kuzma Khrabrov, Anton Ber, Artem Tsypin, Konstantin Ushenin, Egor Rumiantsev, Alexander Telepov, Dmitry Protasov, Ilya Shenbin, Anton Alekseev, Mikhail Shirokikh, Sergey I. Nikolenko, Elena Tutubalina, Artur Kadurin
DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. CoRR (2024)
Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva
Benchmarking Multilabel Topic Classification in the Kyrgyz Language. CoRR (2023)
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Sergey I. Nikolenko
Machine Learning for SAT: Restricted Heuristics and New Graph Representations. CoRR (2023)
Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva
Benchmarking Multilabel Topic Classification in the Kyrgyz Language. AIST (2023)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. CoRR (2022)
Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
RuCCoN: Clinical Concept Normalization in Russian. ACL (Findings) (2022)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. AAAI (2022)
Anton Alekseev, Zulfat Miftahutdinov, Elena Tutubalina, Artem Shelmanov, Vladimir Ivanov, Vladimir Kokh, Alexandr Nesterov, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking. LREC (2022)
Anton Alekseev, Elena Tutubalina, Sejeong Kwon, Sergey I. Nikolenko
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet. AIST (2021)
Anton Alekseev, Elena Tutubalina, Sejeong Kwon, Sergey I. Nikolenko
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet. CoRR (2021)
Andrey V. Savchenko, Anton Alekseev, Sejeong Kwon, Elena Tutubalina, Evgeny Myasnikov, Sergey I. Nikolenko
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements. COLING (2020)
Anton Alekseev, Sergey I. Nikolenko
Recognizing Preferred Grammatical Gender in Russian Anonymous Online Confessions. TDS (2020)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. WSDM (2020)
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification. CoRR (2020)
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification. J. Intell. Fuzzy Syst. 39 (2) (2020)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. CoRR (2019)
Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. AIST (2019)
Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin
AspeRa: Aspect-Based Rating Prediction Based on User Reviews. WNLP@ACL (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-based Rating Prediction Model. CoRR (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-Based Rating Prediction Model. ECIR (2) (2019)
Anton Alekseev, Sergey I. Nikolenko
Word Embeddings for User Profiling in Online Social Networks. Computación y Sistemas 21 (2) (2017)
Anton Alekseev, Sergey I. Nikolenko
User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations. AIST (2016)