Please see http://tiny.cc/ml-postdoc.
My lab does AI and HCI research cross-cutting these areas:
- Crowdsourcing (Human Computation)
- Information Retrieval
- Natural Language Processing
We build and test predictive models, design ways to better annotate labeled data, and explore human-in-the-loop approaches combining people with AI. We think about building fair and transparent AI: e.g., how to build explainable AI systems that facilitate effective human-AI partnerships, and how to annotate data in ways that mitigate AI bias. We conduct fundamental research and apply it to real-world problems like fighting fake news and hate speech online.