Alexander Ratner
University of Washington(US)
Publications by Year
Research Areas
Machine Learning and Data Classification, Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms
Most-Cited Works
- → Snorkel(2017)736 cited
- → Data Programming: Creating Large Training Sets, Quickly(2016)359 cited
- → Snorkel: rapid training data creation with weak supervision(2019)335 cited
- → Learning to Compose Domain-Specific Transformations for Data Augmentation(2017)183 cited
- Data Programming: Creating Large Training Sets, Quickly.(2016)
- → Training Complex Models with Multi-Task Weak Supervision(2019)148 cited
- → AMELIE speeds Mendelian diagnosis by matching patient phenotype and genotype to primary literature(2020)121 cited
- Learning to Compose Domain-Specific Transformations for Data Augmentation.(2017)
- → SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data(2017)90 cited