4 papers
Adolescence to Adulthood Online: Tracing Youth Digital Expression on Reddit Over 13 Years
Tyler Chang, Khushboo Patel, Afsaneh Razi +1
Reddit is widely used in research on youth and social media, yet there has been limited systematic examination of the diversity of content produced by young users or how their part…
How Open Must Language Models be to Enable Reliable Scientific Inference?
James A. Michaelov, Catherine Arnett, Tyler A. Chang +7
How does the extent to which a model is open or closed impact the scientific inferences that can be drawn from research that involves it? In this paper, we analyze how restrictions…
Technically Love: The Evolution of Human-AI Romance Discourse on Reddit
Tyler Chang, Jina Huh-Yoo, Afsaneh Razi
Human-AI romantic relationships are increasingly common, yet little is understood about how public discourse around them emerges and shifts over time. Prior research has examined u…
Explaining and Mitigating Crosslingual Tokenizer Inequities
Catherine Arnett, Tyler A. Chang, Stella Biderman +1
The number of tokens it takes to encode parallel text in different languages is known to vary. These disparities are called token premiums. Having high token premiums leads to less…