Zachary C. Lipton
Carnegie Mellon University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification
Most-Cited Works
- → A Critical Review of Recurrent Neural Networks for Sequence Learning(2015)2,087 cited
- → Optimal Thresholding of Classifiers to Maximize F1 Measure(2014)565 cited
- → Learning to Diagnose with LSTM Recurrent Neural Networks(2015)516 cited
- → The Mythos of Model Interpretability(2018)456 cited
- → Born Again Neural Networks(2018)443 cited
- → Deep Active Learning for Named Entity Recognition(2017)371 cited
- → Learning Robust Global Representations by Penalizing Local Predictive Power(2019)278 cited
- → Combating Adversarial Misspellings with Robust Word Recognition(2019)272 cited
- → Learning the Difference that Makes a Difference with Counterfactually-Augmented Data(2019)232 cited