Causal Language Detection using Text-Document Features: Methodology and Insights from 10 Years of Gut Microbiome Research
Albina Tskhay, Cristina Longo, Alibek Moldakozhayev, Nia Kang, Celia M.T. Greenwood, Roxana Behruzi, Stan J. Kubow, Tibor Schuster
This paper evaluates classifiers for detecting causal language in scientific abstracts and applies the best model to analyze trends in microbiome research from 2015 to 2025.
bioRxiv · Mar 4, 2026 · PreprintScientific Communication & Education