A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS

Kratika Sudarshan Halankar; Kiran Kumar S; Khushi R; Kiran Kumar; Mr. Pradeep Nayak

A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS

November 2025

Vol-11, Issue-6

Paper ID: 27619

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Science and Engineering

Keywords

Abstractive summarization Smart meeting summarizer Deep learning Encoder-decoder architecture Natural language processing Meeting transcription multi-party conversation Automatic summarization Artificial intelligence Speech-to-text systems

Abstract

A system capable of accurately identifying and summarizing the key points of a conversation would be highly beneficial across various real-world scenarios, including business meetings, medical consultations, and customer service interactions. Recent advancements in deep learning, particularly the emergence of encoder-decoder architectures, have greatly enhanced language generation systems, paving the way for improved abstractive summarization, a technique especially effective for summarizing multi-party discussions. This paper provides an overview of the key challenges associated with abstractive meeting summarization and reviews the datasets, models, and evaluation methods that have been developed to address these challenges.

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Author Information

#	Name	Institute / Affiliation
1	Kratika Sudarshan Halankar	Alvas Institute of Engineering and Technology
2	Kiran Kumar S	Alvas Institute of Engineering and Technology
3	Khushi R	Alvas Institute of Engineering and Technology
4	Kiran Kumar	Alvas Institute of Engineering and Technology
5	Mr. Pradeep Nayak	Alvas Institute of Engineering and Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Halankar, Kratika Sudarshan, S, Kiran Kumar, R, Khushi, Kumar, Kiran, & Nayak, Mr. Pradeep (2025). A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS. International Journal of Advance Research and Innovative Ideas In Education, 11(6), 131-149.

MLA Style

Halankar, Kratika Sudarshan, et al. "A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, 2025, pp. 131-149.

IEEE Style

Kratika Sudarshan Halankar, Kiran Kumar S, Khushi R, Kiran Kumar, and Mr. Pradeep Nayak, "A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, pp. 131-149, 2025.

Vancouver Style

Halankar Kratika Sudarshan, S Kiran Kumar, R Khushi, Kumar Kiran, Nayak Mr. Pradeep. A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(6):131-149.

Harvard Style

Halankar, Kratika Sudarshan, S, Kiran Kumar, R, Khushi, Kumar, Kiran, & Nayak, Mr. Pradeep (2025) 'A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS', International Journal of Advance Research and Innovative Ideas In Education, 11(6), pp. 131-149.

Chicago Style

Halankar, Kratika Sudarshan, et al. "A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 131-149.

Turabian Style

Halankar, Kratika Sudarshan, et al. "A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTS." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 131-149.