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Junsol Kim

3 accepted papers

2025

Linear Representations of Political Perspective Emerge in Large Language Models

ICLR 2025oral

Large language models (LLMs) have demonstrated the ability to generate text that realistically reflects a range of different subjective human perspectives. This paper studies how LLMs are seemingly able to reflect more liberal versus more conservative viewpoints among other political perspectives in…

2024

Hidden Persuaders: LLMs’ Political Leaning and Their Influence on Voters

EMNLP 2024main

Do LLMs have political leanings and are LLMs able to shift our political views? This paper explores these questions in the context of the 2024 U.S. presidential election. Through a voting simulation, we demonstrate 18 open-weight and closed-source LLMs’ political preference for Biden over Trump. We…

2024

Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation

ICML 2024poster

Large language model behavior is shaped by the language of those with whom they interact. This capacity and their increasing prevalence online portend that they will intentionally or unintentionally "program" one another and form emergent AI subjectivities, relationships, and collectives. Here, we c…

Cited by 6SourcePDFScholar