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Jinhyuk Yun

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#artificial intelligence Preprint Sep 2026

The Uneven Decline of Collective Knowledge Production: Evidence from Stack Overflow After Generative AI

Generative AI (Gen AI) is reshaping how individuals learn and work, but its consequences for collective knowledge, the shared body of knowledge that online communities produce together, remain poorly understood. Prior work has documented an aggregate decline in participation on knowledge-sharing platforms, but it remai...

Myokyung Han, Taegyoon Kim, Jinhyuk Yun et al. · 0 citations
#natural language process... Preprint Sep 2026

SWORD: Wikidata-based Distortions Reveal Hidden Cross-Lingual Inconsistencies in LLM Factual Error Rejection

This work introduces Systematic Wikidata-based Object-Relation Distortion (SWORD), a benchmark that evaluates whether models consistently reject factual errors across languages, and demonstrates that multilingual factual reasoning involves asymmetric capabilities that aggregate accuracy metrics systematically obscure.

Sanghyeok Park, Min-Ji Kang, Hosung Kwak et al. · 0 citations
Preprint Aug 2026

The Politician, the Liar, and the Obedient Worker: Emerging Behavior of LLM Agents in Hierarchical Games

LLMs are rapidly embedding themselves into daily life: drafting our emails, managing our schedules, and making decisions on our behalf. As they move from individual tools to participants in multi-agent organizations, an important question arises: do they reproduce the governance failures like free-riding, corruption, a...

Fatemeh Seyedin, Adrian Weller, Jinhyuk Yun et al. · 0 citations

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