National identity drives a range of actions, from civic engagement to intergroup violence. Our new paper presents a novel approach using LLMs to code expressions of positive (national identification, patriotism) & defensive (nationalism, national narcissism) identities. osf.io/preprints/ps...
Stefan Leach
@stefanleach.bsky.social
Lecturer in Psychology | University of Southampton
📚Preprint📚 Gregson, Nikadon, Formanowicz, @chiarazazzarino.bsky.social, Kitchin, Kosinski, @jayvanbavel.bsky.social @alekscichocka.bsky.social ➤ osf.io/preprints/psyarxiv/9jcvr_v1 Tasked LLMs to label national identities in social media posts and political speeches (25 languages, 13M words) 🧵 1/8
📚Preprint📚 /w Jan Nikadon, Chiara Zazzarino, Magda Formanowicz, Aleksandra Cislak, @jayvanbavel.bsky.social, Michal Kosinski, @alekscichocka.bsky.social We analysed politicians' X posts to test the links between national identity rhetoric and political success! osf.io/preprints/ps... 🧵 1/7