Robust Memory in Multi-Agent
Published in In progress, 2027
Work in progress.
Recommended citation: Wongyu Kim. "Robust Memory in Multi-Agent." In progress.
Publications
You can also find my articles on my Google Scholar profile.
Preprints & In Progress
Conference Papers
Persona Expansion with Commonsense Knowledge for Diverse and Consistent Response Generation
Published in EACL 2023, 2023
Expanding personas with commonsense knowledge to generate diverse and consistent responses.
Recommended citation: Donghyun Kim, Youbin Ahn, Wongyu Kim, Chanhee Lee, Kyungchan Lee, Kyong-Ho Lee, Jeonguk Kim, Donghoon Shin, Yeonsoo Lee. (2023). "Persona Expansion with Commonsense Knowledge for Diverse and Consistent Response Generation." EACL 2023.
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Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue
Published in EACL 2023, 2023
A concept-based approach to persona expansion that improves diversity in persona-grounded dialogue.
Recommended citation: Donghyun Kim, Youbin Ahn, Chanhee Lee, Wongyu Kim, Kyong-Ho Lee, Donghoon Shin, Yeonsoo Lee. (2023). "Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue." EACL 2023.
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Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances
Published in NAACL 2022, 2022
An empathetic response generation model that recognizes feature transitions between utterances.
Recommended citation: Wongyu Kim, Youbin Ahn, Donghyun Kim, Kyong-Ho Lee. (2022). "Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances." NAACL 2022.
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Workshop Papers
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
Published in MMGenSR Workshop, CIKM 2025, 2025
Teaching multimodal embedders to decide when query augmentation actually helps.
Recommended citation: Wongyu Kim, Hochang Lee, Sanghak Lee, Yoonsung Kim, Jaehyun Park. (2025). "Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation." MMGenSR Workshop, CIKM 2025.
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Journal Papers
Optimizing Training Data for Persona-Grounded Dialogue via Synthetic Label Augmentation
Published in Expert Systems with Applications, 2025
Improving persona-grounded dialogue by optimizing training data through synthetic label augmentation.
Recommended citation: Chanhee Lee, Donghyun Kim, Wongyu Kim, Kyungchan Lee, Youbin Ahn, Kyong-Ho Lee, Donghoon Shin, Yeonsoo Lee. (2025). "Optimizing Training Data for Persona-Grounded Dialogue via Synthetic Label Augmentation." Expert Systems with Applications.
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