works on
causal inference 1double machine learning 1llm annotation 1mediation analysis 1political ideology 1topic sentiment 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CL2026

Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

Upasana Chatterjee

The paper studies whether the sentiment of topics causally influences perceived political ideology, comparing annotations from expert humans, GPT-4o-mini, and Llama models using ca…