2 papers
cs.SI2026
Beyond Satisfaction: Learning Associations Between Content, Reviews, and Well-Being
Aaron Marker, Joel Lehman, H. Andrew Schwartz
Digital platforms commonly optimize for satisfaction using signals such as ratings, likes, and sentiment, implicitly treating satisfaction as a proxy for user well-being. Psycholog…
cs.CL2026
Evaluating Document-Tuned Transformer Representations for Person-level Mental Health Assessment
Aaron Marker, Oscar Kjell, Vasudha Varadarajan +1
Person-level psychological assessment requires aggregating meaning across many messages from the same individual, a task that document-level training objectives were not explicitly…