40 citations · 44 across the 3 of their papers we have counts for
3 papers
Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI
Nicholas Pangakis, Samuel Wolken
Automated text annotation is a compelling use case for generative large language models (LLMs) in social media research. Recent work suggests that LLMs can achieve strong performan…
The diminishing state of shared reality on US television news
Homa Hosseinmardi, Samuel Wolken, David M. Rothschild +1
The potential for a large, diverse population to coexist peacefully is thought to depend on the existence of a ``shared reality:'' a public sphere in which participants are exposed…
Automated Annotation with Generative AI Requires Validation
Nicholas Pangakis, Samuel Wolken, Neil Fasching
Generative large language models (LLMs) can be a powerful tool for augmenting text annotation procedures, but their performance varies across annotation tasks due to prompt quality…