Emotion-Aware RoBERTa enhanced with emotion-specific attention and TF-IDF gating for fine-grained emotion recognition (2025)

Status: pending Scraped: 2026-08-12 Source: semantic_scholar Relevance: Related

Authors: Fatima Al-Qarni, A. Sagheer, Amira Alabbad et al.

Abstract

Emotion recognition in text is a fundamental task in natural language processing, underpinning applications such as sentiment analysis, mental health monitoring, and content moderation. Although transformer-based models like RoBERTa have advanced contextual understanding in text, they still face lim…

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