Publications
From core algorithms and theoretical insights to applied systems tackling perception, language, and decision making.
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PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality
Empirical Methods in Natural Language Processing (EMNLP)
Byeongho Yu*, Changhun Lee*, Jun-gyu Jin, Eunhyeok Park
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CoPL: Collaborative Preference Learning for Personalizing Large Language Models
Empirical Methods in Natural Language Processing (EMNLP)
Youngbin Choi, Seunghyuk Cho, Minjong Lee, MoonJeong Park, Yesong Ko, Jungseul Ok, Dongwoo Kim
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Retrieval-Augmented Generation with Estimation of Source Reliability
Empirical Methods in Natural Language Processing (EMNLP)
Jeongyeon Hwang, Junyoung Park, Hyejin Park, Dongwoo Kim, Sangdon Park, Jungseul Ok
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MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries
Empirical Methods in Natural Language Processing (EMNLP)
Jonghwi Kim, Deokhyung Kang, Seonjeong Hwang, Yunsu Kim, Jungseul Ok, Gary Lee
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Self-Training Large Language Models with Confident Reasoning
Findings of Empirical Methods in Natural Language Processing (EMNLP-Findings)
Hyosoon Jang, Yunhui Jang, Sungjae Lee, Jungseul Ok, Sungsoo Ahn
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Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs
Findings of Empirical Methods in Natural Language Processing (EMNLP-Findings)
Sungjae Lee, Hoyoung Kim, Jeongyeon Hwang, Eunhyeok Park, Jungseul Ok
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DeRAGEC: Denoising Named Entity Candidtes with Synthetic Rationale for ASR Error Correction
Annual Meeting of the Association for Computational Linguistics (ACL)
Solee Im, Wonjun Lee, Jinmyeong An, Yunsu Kim, Jungseul Ok, Gary Lee
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Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients
Annual Meeting of the Association for Computational Linguistics (ACL)
Jabin Koo*, Minwoo Jang*, Jungseul Ok
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Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models
Annual Meeting of the Association for Computational Linguistics (ACL)
Sungjae Lee*, Hyejin Park*, Jaechang Kim, Jungseul Ok
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Toward Affective Empathy via Personalized Analogy Generation: A Case Study on Microaggression
Computer Human Interaction (CHI)
Hyojin Ju, Jungeun Lee, Seungwon Yang, Jungseul Ok, Inseok Hwang
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Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Jaechang Kim, Jinmin Goh, Inseok Hwang, Jaewoong Cho, Jungseul Ok
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Revisiting Early Detection of Sexual Predators via Turn-level Optimization
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
JinMyeong An, Sangwon Ryu, Heejin Do, Yunsu Kim, Jungseul Ok, Gary Lee
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DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Wonjun Lee, Solee Im, Heejin Do, Yunsu Kim, Jungseul Ok, Gary Lee
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SEAL: Scaling to emphasize attention for long-context retrieval
Annual Meeting of the Association for Computational Linguistics (ACL)
Changhun Lee, Minsang Seok, Jun-gyu Jin, Younghyun Cho, Eunhyeok Park
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An Investigation Into Explainable Audio Hate Speech Detection
Special Interest Group on Discourse and Dialogue (SIGDIAL)
Jinmyeong An, Wonjun Lee, Yejin Jeon, Jungseul Ok, Yunsu Kim, Gary Geunbae Lee
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Key-Element-Informed sLLM Tuning for Document Summarization
Annual Conference of the International Speech Communication Association (INTERSPEECH)
Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Geunbae Lee, Jungseul Ok
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Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning
Annual Meeting of the Association for Computational Linguistics (ACL)
Sangwon Ryu*, Heejin Do*, Yunsu Kim, Gary Lee, Jungseul Ok