Search Results for author:
Found 4 papers, 2 papers with code
Psychological Metrics for Dialog System Evaluation
We present metrics for evaluating dialog systems through a psychologically-grounded "human" lens in which conversational agents express a diversity of both states (e. g., emotion) and traits (e. g., personality), just as people do.
Robust language-based mental health assessments in time and space through social media
Compared to physical health, population mental health measurement in the U. S. is very coarse-grained.
Ares: A System-Oriented Wargame Framework for Adversarial ML
Since the discovery of adversarial attacks against machine learning models nearly a decade ago, research on adversarial machine learning has rapidly evolved into an eternal war between defenders, who seek to increase the robustness of ML models against adversarial attacks, and adversaries, who seek to develop better attacks capable of weakening or defeating these defenses.
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media
However, social media users are not typically a representative sample of the intended population -- a "selection bias".
