Search Results for author: Dmitry Morozov

Found 6 papers, 1 papers with code

Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases

no code implementations23 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.

Keyphrase Generation

Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian

no code implementations16 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.

Information Retrieval Keyphrase Extraction

Cross-Domain Robustness of Transformer-based Keyphrase Generation

no code implementations17 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.

Abstractive Text Summarization Keyphrase Extraction +3

Protein-protein docking using a tensor train black-box optimization method

no code implementations7 Feb 2023 Dmitry Morozov, Artem Melnikov, Vishal Shete, Michael Perelshtein

Black-box optimization methods play an important role in many fields of computational simulation.

Drug Design

Applying Transformer-based Text Summarization for Keyphrase Generation

no code implementations8 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.

Abstractive Text Summarization Keyphrase Extraction +1

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