Papers by Elena Hayoung Lee
Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans (2025.emnlp-main)
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| Challenge: | Large Language Models (LLMs) are increasingly used in socially complex, interaction-driven tasks, yet their ability to mirror human behavior in emotionally and strategically complex contexts remains underexplored. |
| Approach: | They examine alignment of personality-prompted Large Language Models in conflict dialogues that incorporate negotiation by simulating a five-factor personality profile. |
| Outcome: | The proposed model achieves the closest alignment with humans in linguistic style and emotional dynamics while Claude-3.7-Sonnet best reflects strategic behavior. |