2 papers
cs.CL2025
Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts
Christopher Bagdon, Aidan Combs, Carina Silberer +1
Accurate modeling of subjective phenomena such as emotion expression requires data annotated with authors' intentions. Commonly such data is collected by asking study participants…
cs.CL2025
Which Demographics do LLMs Default to During Annotation?
Johannes Schäfer, Aidan Combs, Christopher Bagdon +9
Demographics and cultural background of annotators influence the labels they assign in text annotation -- for instance, an elderly woman might find it offensive to read a message a…