Hanna Wallach
Microsoft (United States)(US)Microsoft Research New York City (United States)
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Topic Modeling, Explainable Artificial Intelligence (XAI), Natural Language Processing Techniques, Computational and Text Analysis Methods
Most-Cited Works
- Advances in Neural Information Processing Systems 32 (NeurIPS 2019)(2020)
- Optimizing Semantic Coherence in Topic Models(2011)
- → Topic modeling(2006)1,058 cited
- → Evaluation methods for topic models(2009)869 cited
- → Improving Fairness in Machine Learning Systems(2019)642 cited
- Rethinking LDA: Why Priors Matter(2009)
- → Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning(2020)480 cited
- → Understanding the Effect of Accuracy on Trust in Machine Learning Models(2019)465 cited
- → Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI