Publications
Evidence-Consistent Generative Detection under Scenario-Level Distribution Shift
San Kim, JinYeong Bak
Proceedings of the 35th ACM International Conference on Information and Knowledge Management (CIKM 2026)
When Noise Fabricates Bias: The Fragility of LLM-as-a-Judge Bias Measurement under Noisy Text
DongHyun Ryu, Jaehyeok Lee, YeongJun Hwang, JinYeong Bak
Proceedings of the Eleventh Workshop on Noisy and User-generated Text (W-NUT 2026)
CoCoA: Context-Conditional Cultural Alignment for Large Language Models
Kyungdon Lee, Wei Xu, Alan Ritter, Dong-Ho Lee, JinYeong Bak
Findings of the Association for Computational Linguistics (EMNLP 2026)
CHARM: Character Hallucination for Multicultural Role Play Benchmark
Sunkyung Han, Nahyeon Park, Gaeun Seo, Seunghyun Yoon, JinYeong Bak
Findings of the Association for Computational Linguistics (EMNLP 2026)
PTCG: Persona-guided Tree-based Counterargument Generation
Eunbeen Son, Yohan Jo, Joonsuk Park, JinYeong Bak
Findings of the Association for Computational Linguistics (EMNLP 2026)
Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages
Tarek Naous, Anagha Savit, Carlos Rafael Catalan, Geyang Guo, Jaehyeok Lee, Kyungdon Lee, Lheane Marie Dizon, Mengyu Ye, Neel Kothari, Sahajpreet Singh, Sarah Masud, Tanish Patwa, Trung Thanh Tran, Zohaib Khan, Alan Ritter, Tanmoy Chakraborty, Yuki Arase, Keisuke Sakaguchi, JinYeong Bak, Wei Xu
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)
Q-TIE: A Lightweight and Generalizable Re-ranking Framework for Temporal Information Retrieval
Soyeon Kim, HyunJin Kim, JinYeong Bak, Steven Euijong Whang
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)
CultureConverse: A Multilingual Multi-turn Simulation Harness for Culturally Grounded Assistance in East and Southeast Asia
Bryan Chen Zhengyu Tan, Weihua Zheng, Thong T. Doan, Bich Ngoc Doan, Jia Wang Peh, Xiaoyuan Yi, Jing Yao, Xing Xie, Nancy F. Chen, Zhengyuan Liu, JinYeong Bak, Wafi Shamdi, Soo Kai Chie, Liew Yu Siong, Aina Azyyati Binti Mohamad Rezal, Lew Yan Yan Vanessa, Huadan Wu, Dylan Raharja, Nadya Yuki Wangsajaya, Akane Fukushige, Kazushi Kato, Koji Inoue, Tatsuya Kawahara, Jaehyung Seo, Dongjun Kim, Seungyoon Lee, Zi Haur Pang, Rui Yang Tan, Charibeth Ko Cheng, Maria Regina Justina Estuar, Jann Railey Montalan, Pham Minh Duc, Roy Ka-Wei Lee
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)
Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook
Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Hyunjin Hwang, Roy Ka-Wei Lee, Xing Xie, JinYeong Bak
Proceedings of the 43rd International Conference on Machine Learning (ICML 2026)
Temporal Preference Optimization for Unsupervised Retrieval
HyunJin Kim, Jaejun Shim, Young Jin Kim, JinYeong Bak
Proceedings of the 43rd International Conference on Machine Learning (ICML 2026)
LiMO: Line-level Machine-generated Code Detection for Diverse Programming Languages
Taekhyun Kim, Hyejoon Jang, Suyoung Kim, Zhenming Jin, Suin Kim and JinYeong Bak
Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing (SAC 2026)
Enhancing Emotion-Cause Pair Extraction in Conversation with Contextual Information
Jaehyeok Lee and JinYeong Bak
Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing (SAC 2026)
Iterative LLM-Guided Sampling and Expert-annotated Benchmark Corpus for Harmful Suicide Content Detection
Kyumin Park, Myung Jae Baik, YeongJun Hwang, Yen Shin, HoJae Lee, Ruda Lee, Sang Min Lee, Je Young Hannah Sun, Ah Rah Lee, Si Yeun Yoon, Dong-ho Lee, Jihyung Moon, JinYeong Bak, Kyunghyun Cho, Jong-Woo Paik, Sungjoon Park
JMIR Medical Informatics
Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs
Taemin Yeom, Yonghyun Ryu, Yoonjung Choi, JinYeong Bak
Proceedings of the Tenth Conference on Machine Translation (WMT 2025)
Text Overlap: An LLM with Human-like Conversational Behaviors
JiWoo Kim, Minsuk Chang, JinYeong Bak
Proceedings of the Third Workshop on Social Influence in Conversations (SICon 2025)
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)
Dialogue response coherency evaluation with feature sensitive negative sample using multi list-wise ranking loss
YeongJun Hwang, Dongjun Kang, JinYeong Bak
Engineering Applications of Artificial Intelligence
Self-Training Meets Consistency: Improving LLMs' Reasoning with Consistency-Driven Rationale Evaluation
Jaehyeok Lee, Keisuke Sakaguchi, JinYeong Bak
Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)
KpopMT: Translation Dataset with Terminology for Kpop Fandom
JiWoo Kim, Yunsu Kim, JinYeong Bak
Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024)
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
Sangjun Park, JinYeong Bak
Proceedings of the 41st International Conference on Machine Learning (ICML 2024 Spotlight)
PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models
HyunJin Kim, Young Jin Kim, JinYeong Bak
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2024)
EmoSum: Conversation Summarization with Emotional Consistency
Youngjin Jo, JinYeong Bak
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024)
From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models
Dongjun Kang, Joonsuk Park, Yohan Jo, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)
Diversity Enhanced Narrative Question Generation for Storybooks
Hokeun Yoon, JinYeong Bak
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)
Conversational Emotion-Cause Pair Extraction with Guided Mixture of Experts
DongJin Jeong, JinYeong Bak
In the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)
A Transformer-based Function Symbol Name Inference Model from an Assembly Language for Binary Reversing
HyunJin Kim, JinYeong Bak, Kyunghyun Cho, and Hyungjoon Koo
In the 18th ACM Asia Conference on Computer and Communications Security (ASIACCS 2023)