Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Pangakis, Nicholas"'
Autor:
Wallach, Hanna, Desai, Meera, Pangakis, Nicholas, Cooper, A. Feder, Wang, Angelina, Barocas, Solon, Chouldechova, Alexandra, Atalla, Chad, Blodgett, Su Lin, Corvi, Emily, Dow, P. Alex, Garcia-Gathright, Jean, Olteanu, Alexandra, Reed, Stefanie, Sheng, Emily, Vann, Dan, Vaughan, Jennifer Wortman, Vogel, Matthew, Washington, Hannah, Jacobs, Abigail Z.
Across academia, industry, and government, there is an increasing awareness that the measurement tasks involved in evaluating generative AI (GenAI) systems are especially difficult. We argue that these measurement tasks are highly reminiscent of meas
Externí odkaz:
http://arxiv.org/abs/2411.10939
Autor:
Pangakis, Nicholas, Wolken, Samuel
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 performance on annotation tasks; however, these studies evaluate LLMs on a smal
Externí odkaz:
http://arxiv.org/abs/2409.09467
Autor:
Pangakis, Nicholas, Wolken, Samuel
Computational social science (CSS) practitioners often rely on human-labeled data to fine-tune supervised text classifiers. We assess the potential for researchers to augment or replace human-generated training data with surrogate training labels fro
Externí odkaz:
http://arxiv.org/abs/2406.17633
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, text data idiosyncrasies, and conceptual difficulty. Because these c
Externí odkaz:
http://arxiv.org/abs/2306.00176
Autor:
Pangakis, Nicholas
In this study, I challenge a commonly held assumption by scholars, policymakers, and media elites and argue that Americans are not fundamentally opposed to economic motivations for migration. To understand why certain motives for migration evoke grea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1d3da94ddce06561eaa8c1baed6e4e56