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K. Vassakis

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Open access Jul 2026

Efficient Sentiment, Emotion, and Toxic Speech Analysis on Social Media Using Lightweight LLMs: A Practical Approach for Digital Transformation

This study provides operational guidelines regarding model selection based on latency, accuracy, and cost trade-offs as well as optimal prompt engineering techniques to help researchers and developers integrate LLM-based social media analytics into digitized business practices.

Ioannis Kapantaidakis, Ioannis Kopanakis, Emmanouil Perakakis et al. · 0 citations

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