When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP

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Knowledge Triples

Source Entity	Relationship	Target Entity
Financial NLP Task	includes	Numeric Reasoning Task
Financial NLP Task	includes	Sentiment Analysis Task
Multi Task Learning Method	dependsOn	Relatedness Tasks OtherEntity
Multi Task Learning Method	involves	Aggregation Task
Multi Task Learning Method	requires	Skill Diversity OtherEntity