Imagine being a doctor with a precocious resident permanently by your side, helping you to identify the best treatment path for your patients. That reality may close at hand.
TL;DR: We propose controllable counterfactuals (CoCo) to evaluate dialogue state tracking (DST) models on novel scenarios, which results in significant performance drop of up to 30.8% for state-of-the-art DST models. Using CoCo for…
How do you wrap your arms around a problem as big, complex, and consequential to humanity as climate change? At the center of all the solutions is sustainable technology.
February 2020 Summary from FAccT 2020 CRAFT Session AI Ethics practitioners in industry look to researchers for insights on how to best identify and mitigate harmful bias in their organization’s AI solutions and…