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cs.MA2025
Modeling User-System Behavior for Training-free Building of Private Domain Conversational Agents
Won Ik Cho, Woonghee Han, Kyung Seo Ki +1
The rise of agentic systems that combine orchestration, tool use, and conversational capabilities, has been more visible by the recent advent of large language models (LLMs). While…
cs.CL2025
RICoTA: Red-teaming of In-the-wild Conversation with Test Attempts
Eujeong Choi, Younghun Jeong, Soomin Kim +1
User interactions with conversational agents (CAs) evolve in the era of heavily guardrailed large language models (LLMs). As users push beyond programmed boundaries to explore and…
cs.CL2025
Hermit Kingdom Through the Lens of Multiple Perspectives: A Case Study of LLM Hallucination on North Korea
Eunjung Cho, Won Ik Cho, Soomin Seo
Hallucination in large language models (LLMs) remains a significant challenge for their safe deployment, particularly due to its potential to spread misinformation. Most existing s…