To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering.
Dheeru DuaEmma StrubellSameer SinghPat VergaPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- open domain question answering
- labeled data
- cross domain
- multiple sources
- semi supervised
- sentiment classification
- transfer learning
- question answering
- target domain
- semi supervised learning
- test data
- training data
- unlabeled data
- unsupervised learning
- document classification
- high dimensional
- wordnet
- language model
- co occurrence
- information extraction
- learning process
- pairwise