Enhancing AI Subjectivity Detection with Sentiment Signals
Автор: Emergent Mind
Загружено: 2026-01-29
Просмотров: 4
Описание:
Paper: AI Wizards at CheckThat! 2025: Enhancing Transformer-Based Embeddings with Sentiment for Subjectivity Detection in News Articles (2507.11764)
Published: 15 Jul 2025.
Learn more on Emergent Mind: https://www.emergentmind.com/papers/2...
arXiv: https://arxiv.org/abs/2507.11764
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This presentation explores how AI Wizards enhanced transformer-based models for detecting subjective vs. objective sentences in multilingual news articles by incorporating sentiment analysis features. The work demonstrates that augmenting sentence embeddings with sentiment probabilities can improve subjectivity classification, particularly for minority subjective sentences, with applications in fact-checking and misinformation detection workflows.
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