Anton Alekseev

According to our database, Anton Alekseev authored at least 16 papers between 2016 and 2024.

Collaborative distances:

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

2024

Neural Click Models for Recommender Systems.

Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023

Machine Learning for SAT: Restricted Heuristics and New Graph Representations.

Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Sergey I. Nikolenko

CoRR, 2023

Benchmarking Multilabel Topic Classification in the Kyrgyz Language.

Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva

Proceedings of the Analysis of Images, Social Networks and Texts, 2023

2022

Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking.

Anton Alekseev, Zulfat Miftahutdinov, Elena Tutubalina, Artem Shelmanov, Vladimir Ivanov, Vladimir Kokh, Alexandr Nesterov, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

RuCCoN: Clinical Concept Normalization in Russian.

Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

DetIE: Multilingual Open Information Extraction Inspired by Object Detection.

Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Near-Zero-Shot Suggestion Mining with a Little Help from WordNet.

Anton Alekseev, Elena Tutubalina, Sejeong Kwon, Sergey I. Nikolenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2021

2020

Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification.

Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko

J. Intell. Fuzzy Syst., 2020

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.

Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Recognizing Preferred Grammatical Gender in Russian Anonymous Online Confessions.

Anton Alekseev, Sergey I. Nikolenko

Proceedings of the Text, Speech, and Dialogue, 2020

Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements.

Andrey V. Savchenko, Anton Alekseev, Sejeong Kwon, Elena Tutubalina, Evgeny Myasnikov, Sergey I. Nikolenko

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

AspeRa: Aspect-Based Rating Prediction Model.

Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev

Proceedings of the Advances in Information Retrieval, 2019

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction.

Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

AspeRa: Aspect-Based Rating Prediction Based on User Reviews.

Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2017

Word Embeddings for User Profiling in Online Social Networks.

Anton Alekseev, Sergey I. Nikolenko

Computación y Sistemas, 2017

2016

User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations.

Anton Alekseev, Sergey I. Nikolenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2016