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New MTL methods improve sentiment analysis with implicit syntax guidance

Researchers have developed two novel strategies for integrating syntactic knowledge into neural sentiment analysis models using Multi-Task Learning (MTL). The first, Standard-MTL, jointly trains dependency parsing and s…