Overview

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.

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