Papers by Eunwon Kim
SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script (2025.acl-long)
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| Challenge: | Antoine de Saint-Exupéry Memory in dialogue plays a crucial role in building relationships and facilitating the ongoing conversation. |
| Approach: | They propose a long-term dialogue dataset named SHARE that includes shared memories between two individuals. |
| Outcome: | The proposed dataset makes long-term dialogues more engaging and sustainable . it includes summaries of persona information and events of two individuals . |
Alignment Data Map for Efficient Preference Data Selection and Diagnosis (2026.findings-acl)
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| Challenge: | constructing high-quality preference datasets faces scalability challenges due to prohibitive cost and complexity of human annotation. |
| Approach: | They propose a tool to identify and select effective preference data by LLM-as-a-judge, explicit reward model, and reference-based approaches. |
| Outcome: | The proposed tool reduces annotation costs while preserving alignment effectiveness. |