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Rahaf Al Hasheem

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Open access Sep 2026

A Multi-layer Linguistic Profiling Framework for Emotion Recognition in Text: A Data-Driven Natural Language Processing (NLP) Study Using the Kaggle Emotions Dataset

Background Emotion recognition in text underpins a wide range of human-centered artificial intelligence (AI) applications, yet existing frameworks either prioritize accuracy at the expense of interpretability or analyze emotional language through a single lens. This study developed and evaluated the Multi-layer Emotion...

Roaa S. Bogdadi, Marivel M. De Guzman, Rahaf Al Hasheem et al. · 0 citations

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