Search Results for author: Jill Lehman

Found 2 papers, 1 papers with code

Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks

1 code implementation2 Nov 2021 Aakanksha Naik, Jill Lehman, Carolyn Rose

We reflect on the question: have transfer learning methods sufficiently addressed the poor performance of benchmark-trained models on the long tail?

Natural Language Understanding Transfer Learning

Adapting Event Extractors to Medical Data: Bridging the Covariate Shift

no code implementations EACL 2021 Aakanksha Naik, Jill Lehman, Carolyn Rose

Our best-performing models reach F1 scores of 70. 0 and 72. 9 on notes and conversations respectively, using no labeled data from target domains.

Domain Adaptation Event Extraction +1

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