Comparing Different Multi-Document Summarization Techniques: A Survey

  • Unique Paper ID: 172784
  • PageNo: 987-989
  • Abstract:
  • With the overwhelming amount of textual data generated daily, summarizing multiple documents efficiently has become more important than ever. This paper explores various multi-document summarization (MDS) techniques, comparing their strengths and weaknesses. We discuss both extractive and abstractive approaches, evaluate them using widely accepted metrics, and take a look at how recent advancements, especially transformer-based models, are changing the landscape. To make things clearer, we’ve also included graphical representations of how these techniques stack up against each other.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{172784,
        author = {Sarthak Kishor Patil},
        title = {Comparing Different Multi-Document Summarization Techniques: A Survey},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {9},
        pages = {987-989},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=172784},
        abstract = {With the overwhelming amount of textual data generated daily, summarizing multiple documents efficiently has become more important than ever. This paper explores various multi-document summarization (MDS) techniques, comparing their strengths and weaknesses. We discuss both extractive and abstractive approaches, evaluate them using widely accepted metrics, and take a look at how recent advancements, especially transformer-based models, are changing the landscape. To make things clearer, we’ve also included graphical representations of how these techniques stack up against each other.},
        keywords = {},
        month = {February},
        }

Cite This Article

Patil, S. K. (2025). Comparing Different Multi-Document Summarization Techniques: A Survey. International Journal of Innovative Research in Technology (IJIRT), 11(9), 987–989.

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