3 papers
cs.CL2026
Measuring Human Value Expression in Social Media Texts: Calibrated LLM Annotation and Encoder Transfer
Maria Milkova, Maksim Rudnev
Measuring subjective constructs in naturally occurring social media text requires annotation procedures that are theoretically grounded, empirically validated, and transferable to…
cs.CL2026
Detecting Basic Values in A Noisy Russian Social Media Text Data: A Multi-Stage Classification Framework
Maria Milkova, Maksim Rudnev
This study presents a multi-stage classification framework for detecting human values in noisy Russian language social media, validated on a random sample of 7.5 million public tex…
cs.CL2025
Detecting value-expressive text posts in Russian social media
Maria Milkova, Maksim Rudnev, Lidia Okolskaya
Basic values are concepts or beliefs which pertain to desirable end-states and transcend specific situations. Studying personal values in social media can illuminate how and why so…