no code implementations • 23 Oct 2024 • Anna Glazkova, Dmitry Morozov, Timur Garipov
Adapting existing supervised and unsupervised solutions for the Russian language faces several limitations due to the rich morphology of Russian and the limited number of training datasets available.
no code implementations • 16 Sep 2024 • Anna Glazkova, Dmitry Morozov
Keyphrase selection plays a pivotal role within the domain of scholarly texts, facilitating efficient information retrieval, summarization, and indexing.
no code implementations • 17 Dec 2023 • Anna Glazkova, Dmitry Morozov
In our experiments, abstractive text summarization models fine-tuned for keyphrase generation show quite high results for a target text corpus.
no code implementations • 7 Feb 2023 • Dmitry Morozov, Artem Melnikov, Vishal Shete, Michael Perelshtein
Black-box optimization methods play an important role in many fields of computational simulation.
no code implementations • 8 Sep 2022 • Anna Glazkova, Dmitry Morozov
In this paper, we experiment with popular transformer-based models for abstractive text summarization using four benchmark datasets for keyphrase extraction.
1 code implementation • SEMEVAL 2021 • Mikhail Kotyushev, Anna Glazkova, Dmitry Morozov
This paper describes our system for SemEval-2021 Task 5 on Toxic Spans Detection.