CP
Christian Pipal
Social Influence and Political CommunicationMass CommunicationCommunication Technology and New MediaScience and Technology StudiesComparative Politicscs.CLEmotionLanguagePolitical ScienceSocial and Behavioral Sciences
On Valency
published · living versionsW_nybjyg33·v1 · currentpublished
What Does the Model See? Representation Validity in Multimodal LLM-Based Video Analysis
with Eva-Maria Vogel, Morgan Wack
1 version
Preprints & journals
10 papers in the corpus · 2020–2026Learning to Be Political: Audience Reinforcement and the Disproportionate Political Role of Smaller Social Media Influencersrykgf_v1 · Christian Pipal, Morgan Wack, Eva-Maria Vogel et al.2026 · 0 citationsSocArXiv
Biased Provision: Cross-Provider Divergence in How LLMs and Search Engines Supply Evidence on Contested Political Questions5g2tw_v1 · Morgan Wack, Eva-Maria Vogel, Christian Pipal2026 · 0 citationsSocArXiv
Nice Try, ChatGPT: AI Accusations Target Opponents and Divert Political Debates36mys_v1 · Morgan Wack, Christian Pipal, Eva-Maria Vogel2026 · 0 citationsSocArXiv
Who Sees Politics in Sports? Norm Endorsement and Partisan Judgments from the 2026 World Cupgtjp4_v1 · Morgan Wack, Daniel Vogler, Manuel Arrigo et al.2026 · 0 citationsSocArXiv
Researchers waste 80% of LLM annotation costs by classifying one text at a time2604.03684v1 · Christian Pipal, Eva-Maria Vogel, Morgan Wack et al.2026 · 0 citationsarXiv
Researchers waste 80% of LLM annotation costs by classifying one text at a timebxtsf_v1 · Christian Pipal, Eva-Maria Vogel, Morgan Wack et al.2026 · 0 citationsSocArXiv
Fact-Checks Can Help Inoculate LLMs Against Disinformationnrs5z_v1 · Morgan Wack, Eva-Maria Vogel, Christian Pipal et al.2026 · 0 citationsSocArXiv
Tone in politics is not systematically related to macro trends, ideology, or experience.38331940 · Pipal, Christian, Bakker, Bert N, Schumacher, Gijs et al.2024 · 8 citationsScientific reports. 2024;14(1):3241
MEXCA - A Simple and Robust Pipeline for Capturing Emotion Expressions in Faces, Vocalization, and Speech56svb_v1 · Malte Lüken, Kody Moodley, Eva Viviani et al.2024 · 1 citationPsyArXiv
EUSpeech V2a4uyw_v1 · Gijs Schumacher, Nicolai Berk, Christian Pipal et al.2020 · 5 citationsSocArXiv
Career total: 44 works. 10 are in this corpus.
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