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cs.CL2026
MechELK: A Mechanistic Interpretability Framework for Eliciting Latent Knowledge in Large Language Models
Ji-jun Park, Soo-joon Choi, Jiwon Jeong +2
Large language models (LLMs) frequently encode factual and reasoning knowledge in their internal representations that is not faithfully reflected in their surface-level outputs --…
cs.CL2025
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
Soo-joon Choi, Ji-jun Park
Financial event entity extraction is a crucial task for analyzing market dynamics and building financial knowledge graphs, yet it presents significant challenges due to the special…
cs.CL2024★ 4 cited
LLMs for Enhanced Agricultural Meteorological Recommendations
Ji-jun Park, Soo-joon Choi
Agricultural meteorological recommendations are crucial for enhancing crop productivity and sustainability by providing farmers with actionable insights based on weather forecasts,…