Generative AI text summarization performance analysis prospects

AI investment world trends analysis in scope based on venture investments timeline by domain visualization and researches proves that not all AI-agent development projects are successful. The current paper describes an AI-agent performance analysis approach based on LLM-specific metrics and scenario-specific metrics. The AI-agent for highlights generation is in focus as an object of performance analysis.

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Publication Details

Journal
Modeling Control and Information Technologies
Published
2024-12-11
DOI
https://doi.org/10.31713/mcit.2024.037
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
0.00
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article

Generative AI text summarization performance analysis prospects

Володимир Олександрович Артемчук, Oleksandr Tsypliak
Modeling Control and Information Technologies
Topic Modeling
article

Generative AI text summarization performance analysis prospects

Володимир Олександрович Артемчук, Oleksandr Tsypliak
article en

Abstract

AI investment world trends analysis in scope based on venture investments timeline by domain visualization and researches proves that not all AI-agent development projects are successful. The current paper describes an AI-agent performance analysis approach based on LLM-specific metrics and scenario-specific metrics. The AI-agent for highlights generation is in focus as an object of performance analysis.

Modeling Control and Information Technologies(7)
National Academy of Sciences of Ukraine (UA), Pukhov Institute for Modelling in Energy Engineering (UA)
Industry, innovation and infrastructure
Openalex Percentile: Top 79%
Topic Modeling
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