Tian
@chen2tian1shu1.bsky.social
Interested in how causal reasoning helps us to understand the world, and how causal reasoning tricks us. Using automatic posting to collect causation related papers.
Reposted by Tian
I thought I’d seen it all after our language review (academic.oup.com/aje/article/...), but it turns out every field has its own non-causal love language, and machine learning methods call for innovations.
Causal and Associational Language in Observational Health Research: A Systematic Evaluation
Abstract. We estimated the degree to which language used in the high-profile medical/public health/epidemiology literature implied causality using language
academic.oup.com
January 26, 2026 at 7:46 AM
I thought I’d seen it all after our language review (academic.oup.com/aje/article/...), but it turns out every field has its own non-causal love language, and machine learning methods call for innovations.