A paradigm shift from “human writing” to “machine generation” in personality test development: An application of state-of-the-art natural language processing

P Lee, S Fyffe, M Son, Z Jia, Z Yao - Journal of Business and Psychology, 2023 - Springer
Natural language processing (NLP) techniques have become increasingly popular in areas
of psychological assessment. Recently, researchers have sought to use NLP techniques for …

Can Generative AI improve social science?

CA Bail - Proceedings of the National Academy of Sciences, 2024 - National Acad Sciences
Generative AI that can produce realistic text, images, and other human-like outputs is
currently transforming many different industries. Yet it is not yet known how such tools might …

Bias and unfairness in information retrieval systems: New challenges in the llm era

S Dai, C Xu, S Xu, L Pang, Z Dong, J Xu - Proceedings of the 30th ACM …, 2024 - dl.acm.org
With the rapid advancements of large language models (LLMs), information retrieval (IR)
systems, such as search engines and recommender systems, have undergone a significant …

Expanding the methodological toolbox: Machine-based item desirability ratings as an alternative to human-based ratings

BE Hommel - Personality and Individual Differences, 2023 - Elsevier
The accuracy of self-reported data in the social and behavioral sciences may be
compromised by response biases such as socially desirable responding. Researchers and …

A computational method to reveal psychological constructs from text data.

A Herderich, HH Freudenthaler, D Garcia - Psychological Methods, 2024 - psycnet.apa.org
When starting to formalize psychological constructs, researchers traditionally rely on two
distinct approaches: the quantitative approach, which defines constructs as part of a testable …