most citedAutomatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes

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cs.CL2020★ 7 cited

Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes

Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze

In this paper, we automatically create sentiment dictionaries for predicting financial outcomes. We compare three approaches: (I) manual adaptation of the domain-general dictionary…