Adapting Event Extractors to Medical Data: Bridging the Covariate Shift

21 Aug 2020 Aakanksha Naik Jill Lehman Carolyn Rose

We tackle the task of adapting event extractors to new domains without labeled data, by aligning the marginal distributions of source and target domains. As a testbed, we create two new event extraction datasets using English texts from two medical domains: (i) clinical notes, and (ii) doctor-patient conversations... (read more)

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