While language is central to human communication, psychological science has relied on self-reported rating scales for decades because it was difficult to quantify language effectively. Large language models (LLMs) have changed that in recent years. Here, we used LLMs with machine learning to compare traditional rat...
A. Nilsson, Ryan L. Boyd, Adithya V Ganesan et al.· Scientific Reports· 6 citations
The Hierarchical Taxonomy of Psychopathology (HiTOP) is thought to be scientifically and clinically useful because it aligns with the natural structure of psychopathology. However, because HiTOP is based on the analyses of standardized symptom criteria and closed-ended survey items, it may just reflect the structure of...
Whitney R. Ringwald, Raquel Norel, Adithya V Ganesan et al.· American Psychologist· 0 citations
A large-scale audit of sociodemographic error disparities in both lexical- and transformer-based models of county-level health outcomes, over a dataset cover billions of community-mapped messages highlights a critical accuracy–fairness trade-off in community-level models for public health tasks.
A. Marker, Salvatore Giorgi, Adithya V Ganesan et al.· Proceedings of the Thirty-Fi...· 0 citations
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