While topic modeling is widely used, some scholars have already announced that the application of topic modeling in social science research is impossible to standardize. Meanwhile, researchers have...

GESIS is one of the world's leading social science infrastructure facilities, supporting researchers at all levels of their research projects with expertise and infrastructure services. We help ensure...

Large language models (LLMs) are used by over a billion people globally, most often to assist with writing. In this work, we demonstrate that LLMs not only alter the voice and tone of human writing, b...

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Uses of advanced artificial intelligence are changing how societies organize labor, govern, produce knowledge, and make meaning. In light of these developments, this essay argues that AI models, tools...

Government-controlled media influences the output of large language models via their training data, and models queried in the languages of countries with lower media freedom show a stronger ...

This article discusses and showcases approaches to causal inference with text as data, focusing on the challenges and opportunities that arise when sociological constructs are embedded in language. We...

Warmth (W) (often further broken down into Trust (T) and Sociability (S)) and Competence (C) are central dimensions along which people evaluate individuals and social groups (Fiske, 2018). While these...

Language identification (LID) is a fundamental step in curating multilingual corpora. However, LID models still perform poorly for many languages, especially on the noisy and heterogeneous web data of...

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Gavin Abercrombie, Tanvi Dinkar, Amanda Cercas Curry, Verena Rieser, Dirk Hovy. Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP. 2025.