Stephen H. Bach
Brown University(US)
Publications by Year
Research Areas
Topic Modeling, Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification, Multimodal Machine Learning Applications, Natural Language Processing Techniques
Most-Cited Works
- → Snorkel(2017)736 cited
- → Interpretable Decision Sets(2016)659 cited
- → Multitask Prompted Training Enables Zero-Shot Task Generalization(2021)561 cited
- → Snorkel: rapid training data creation with weak supervision(2019)335 cited
- A short introduction to probabilistic soft logic(2012)
- → Paired Learners for Concept Drift(2008)147 cited
- → Hinge-Loss Markov Random Fields and Probabilistic Soft Logic(2015)129 cited
- → Snorkel DryBell(2019)97 cited
- → Weakly Supervised Sequence Tagging from Noisy Rules(2020)82 cited