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20242026
most citedExamining Identity Drift in Conversations of LLM Agents

4 citations · 4 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL2026

Framing Matters: Addressing Framing Sensitivity in Decision-Making through Behaviorally-Grounded Value Alignment

Seojin Hwang, Minju Kim, Junhyuk Choi +2

Large Language Models (LLMs) are increasingly deployed in high-stakes decision-making settings such as legal reasoning, where consistency under factually equivalent inputs is criti…

cs.HC2025

MATE: Diagnosing Empathy Calibration Failures in Multi-Turn Human-LLM Interaction

Yeseon Hong, Junhyuk Choi, Minju Kim +1

Large language models are increasingly used in emotionally consequential interactions. Response-level evaluation, however, struggles to diagnose how empathy fails across turns. We…

cs.CL2025

PHISH in MESH: Korean Adversarial Phonetic Substitution and Phonetic-Semantic Feature Integration Defense

Byungjun Kim, Minju Kim, Hyeonchu Park +1

As malicious users increasingly employ phonetic substitution to evade hate speech detection, researchers have investigated such strategies. However, two key challenges remain. Firs…

cs.CL2025

A Stereotype Content Analysis on Color-related Social Bias in Large Vision Language Models

Junhyuk Choi, Minju Kim, Yeseon Hong +1

As large vision language models(LVLMs) rapidly advance, concerns about their potential to learn and generate social biases and stereotypes are increasing. Previous studies on LVLM'…

cs.AI2024

Leveraging Large Language Models for Active Merchant Non-player Characters

Byungjun Kim, Minju Kim, Dayeon Seo +1

We highlight two significant issues leading to the passivity of current merchant non-player characters (NPCs): pricing and communication. While immersive interactions with active N…

cs.CY2024★ 4 cited

Examining Identity Drift in Conversations of LLM Agents

Junhyuk Choi, Yeseon Hong, Minju Kim +1

Large Language Models (LLMs) show impressive conversational abilities but sometimes show identity drift problems, where their interaction patterns or styles change over time. As th…