Frank Rudzicz

Human-aligned evaluation can transform therapeutic response generation, leading to substantial improvements in mental health support quality.

LLMs may inadvertently reinforce user dependence by prioritizing directive advice over fostering independent reflection in emotionally sensitive conversations.

Time-series forecasting benchmarks are giving deep learning models undeserved credit, as simpler classical methods often perform just as well on datasets with strong periodicities.