AWARE, Beyond Sentence Boundaries: A Contextual Transformer Framework for Identifying Cultural Capital in STEM Narratives

arXiv — cs.LGWednesday, November 5, 2025 at 5:00:00 AM
A new framework called AWARE aims to enhance the identification of cultural capital themes in STEM narratives. By recognizing that these themes often blend into student reflections rather than appearing as standalone keywords, AWARE seeks to improve equitable learning environments in classrooms. This innovative approach addresses the limitations of traditional NLP models, which typically analyze sentences in isolation.
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