161 citations · 235 across the 16 of their papers we have counts for
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cs.CL2023★ 19 cited
How to use LLMs for Text Analysis
Petter Törnberg
This guide introduces Large Language Models (LLM) as a highly versatile text analysis method within the social sciences. As LLMs are easy-to-use, cheap, fast, and applicable on a b…
cs.CL2023★ 161 cited
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
Petter Törnberg
This paper assesses the accuracy, reliability and bias of the Large Language Model (LLM) ChatGPT-4 on the text analysis task of classifying the political affiliation of a Twitter p…