3 papers
cs.CY2026
From Bias Mitigation to Bias Negotiation: Governing Identity and Sociocultural Reasoning in Generative AI
Zackary Okun Dunivin, Bingyi Han, John Bollenbocher
LLMs act in the social world by drawing upon shared cultural patterns to make social situations understandable and actionable. Because identity is often part of the inferential sub…
cs.SE2026
Self-reflection in Automated Qualitative Coding: Improving Text Annotation through Secondary LLM Critique
Zackary Okun Dunivin, Mobina Noori, Seth Frey +1
Large language models (LLMs) allow for sophisticated qualitative coding of large datasets, but zero- and few-shot classifiers can produce an intolerable number of errors, even with…
cs.CY2025
Recommender systems, stigmergy, and the tyranny of popularity
Zackary Okun Dunivin, Paul E. Smaldino
Scientific recommender systems, such as Google Scholar and Web of Science, are essential tools for discovery. Search algorithms that power work through stigmergy, a collective inte…