mlsanityData to 7 Oct 2026

Dataset for Automatic Summarization of Russian News

arXiv 2006.11063 ↗First posted 19 Jun 2020cs.CLcited by 12

Not on the map. Why?

Abstract (arXiv)

Automatic text summarization has been studied in a variety of domains and languages. However, this does not hold for the Russian language. To overcome this issue, we present Gazeta, the first dataset for summarization of Russian news. We describe the properties of this dataset and benchmark several extractive and abstractive models. We demonstrate that the dataset is a valid task for methods of text summarization for Russian. Additionally, we prove the pretrained mBART model to be useful for Russian text summarization.

Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 19 Jun 2020.

Builds on

No reference list yet.

Built on by

Cited by year

Citing papers per year: 2021: 2; 2022: 4; 2023: 0; 2024: 5; 2025: 1.

12 papers.

  1. 2024A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methodscited by 101
  2. 2022Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russiancited by 29
  3. 2021Fine-tuning GPT-3 for Russian Text Summarizationcited by 12
  4. 2021DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Mediacited by 10
  5. 2024Facilitating large language model Russian adaptation with Learned Embedding Propagationcited by 8
  6. 2024From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarizationcited by 4
  7. 2025MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMscited by 4
  8. 2022DIALOG-22 RuATD Generated Text Detectioncited by 3
  9. 2024The State and Fate of Summarization Datasets: A Surveycited by 3
  10. 2022WikiOmnia: generative QA corpus on the whole Russian Wikipediacited by 2
  11. 2022Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methodscited by 1
  12. 2024Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Paperscited by 1