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Aidan Combs

2 accepted papers

2025

Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts

ACL 2025long

Accurate modeling of subjective phenomena such as emotion expression requires data annotated with authors’ intentions. Commonly such data is collected by asking study participants to donate and label genuine content produced in the real world, or create content fitting particu- lar labels during the…

Cited by 0SourcePDFScholar
2025

Which Demographics do LLMs Default to During Annotation?

ACL 2025long

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 addressed to a “bro”, but a male teenager might find it appropriate. It is therefore important to acknowledge label variat…

Cited by 0SourcePDFScholar