Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach

Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach

Abstract The world is facing a multitude of challenges that hinder the development of human civilization and the well-being of humanity on the planet. The Sustainable Development Goals (SDGs) were formulated by the United Nations in 2015 to address these global challenges by 2030. Natural language p...

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Bibliographic Details
Main Authors: Francesco Invernici, Francesca Curati, Jelena Jakimov, Amirhossein Samavi, Anna Bernasconi
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:Journal of Big Data
Subjects:
Topic modeling
Text embeddings
LLM
Sustainable development goals
Textual data analysis
Temporal trends
Online Access:https://doi.org/10.1186/s40537-025-01189-4
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https://doi.org/10.1186/s40537-025-01189-4

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