2026
[C40] Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects π¬π§[ENG] π°π·[KOR]
Hwiyeong Lee, Ingyu Bang, Uiji Hwang, Hyelim Lim, Taeuk Kim
The 43rd International Conference on Machine Learning (ICML 2026)
[C39] Uncertainty-Aware Multi-Metric Evaluation of HumanβMachine Agreement for LLM-Based Educational Assessment π¬π§[ENG] π°π·[KOR]
Jin Eun Yoo, Hyeong Gwan Kim, Taeuk Kim
The 27th International Conference on Artificial Intelligence in Education (AIED 2026)
[C38] Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems π¬π§[ENG] π°π·[KOR]
Namyeong So*, Seokgyu Jang*, Taeuk Kim (*: equal contribution)
Findings of the Association for Computational Linguistics: ACL 2026 (Findings of ACL 2026)
[C37] Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy π¬π§[ENG] π°π·[KOR]
Juyeon Kim, Geon Lee, Dongwon Choi, Taeuk Kim*, Kijung Shin* (*: Co-corresponding authors)
Findings of the Association for Computational Linguistics: ACL 2026 (Findings of ACL 2026)
[C36] ADVICE: Answer-Dependent Verbalized Confidence Estimation π¬π§[ENG] π°π·[KOR]
Ki Jung Seo, Sehun Lim, Taeuk Kim
The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)
[C35] OMHBench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning π¬π§[ENG] π°π·[KOR]
Seunghee Kim, Ingyu Bang, Seokgyu Jang, Changhyeon Kim, Sanghwan Bae, Jihun Choi, Richeng Xuan, Taeuk Kim
Findings of the Association for Computational Linguistics: ACL 2026 (Findings of ACL 2026)
[C34] Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models π¬π§[ENG] π°π·[KOR]
Junyeob Kim, Sang-goo Lee, Taeuk Kim
Findings of the Association for Computational Linguistics: EACL 2026 (Findings of EACL 2026)
[C33] Development and Evaluation of a Dual-Expertise, Utterance-Level Framework for LLM-Based Science Classroom Discourse Analysis π¬π§[ENG] π°π·[KOR]
Jin Eun Yoo, Nam-Hwa Kang, Suna Ryu, Jun-ki Lee, Youngsun Kwak, Taeuk Kim, Hyeong Gwan Kim, Youngwoo Shin, Uiji Hwang
The 16th International Learning Analytics & Knowledge Conference (LAK 2026)
2025
[C32] Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents π¬π§[ENG] π°π·[KOR]
Yejin Yoon, Yuri Son, Namyeong So, Minseo Kim, Minsoo Cho, Chanhee Park, Seungshin Lee, Taeuk Kim
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
[C31] MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation π¬π§[ENG] π°π·[KOR]
Jungyeon Lee*, Kangmin Lee*, Taeuk Kim (*: equal contribution)
Findings of the Association for Computational Linguistics: EMNLP 2025 (Findings of EMNLP 2025)
[C30] Memorization or Reasoning? Exploring the Idiom Understanding of LLMs π¬π§[ENG] π°π·[KOR]
Jisu Kim*, Youngwoo Shin*, Uiji Hwang, Jihun Choi, Richeng Xuan, Taeuk Kim (*: equal contribution)
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
[C29] Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models π¬π§[ENG] π°π·[KOR]
Hwiyeong Lee, Uiji Hwang, Hyelim Lim, Taeuk Kim
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
[C28] FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning π¬π§[ENG] π°π·[KOR]
Seunghee Kim*, Changhyeon Kim*, Taeuk Kim (*: equal contribution)
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)
[C27] When to Speak, When to Abstain: Contrastive Decoding with Abstention π¬π§[ENG] π°π·[KOR]
Hyuhng Joon Kim, Youna Kim, Sang-goo Lee, Taeuk Kim
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)
[C26] ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering π¬π§[ENG] π°π·[KOR]
Wooseong Lee, Minseo Kim, Taeil Hur, Gyeong Hwan Jang, Woncheol Lee, Maro Na, Taeuk Kim
The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025): Industry Track
[C25] KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking π¬π§[ENG] π°π·[KOR]
Juyeon Kim, Geon Lee, Taeuk Kim*, Kijung Shin* (*: Co-corresponding authors)
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025)
[C24] Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning π¬π§[ENG] π°π·[KOR]
Youmin Ko*, Hyemin Yang*, Taeuk Kim, Hyunjoon Kim (*: equal contribution)
The Web Conference 2025 (WWW 2025)
[C23] ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems π¬π§[ENG] π°π·[KOR]
Taeho Kim, Hyeongjun Jang, Juwon Yu, Taeuk Kim, Hyunyoung Lee, Jihui Im, Sang-Wook Kim
The 39th AAAI Conference on Artificial Intelligence (AAAI 2025)
2024
[C22] Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts π¬π§[ENG] π°π·[KOR]
Youna Kim, Hyuhng Joon Kim, Cheonbok Park, Choonghyun Park, Hyunsoo Cho, Junyeob Kim, Kang Min Yoo, Sang-goo Lee, Taeuk Kim
Findings of the Association for Computational Linguistics: EMNLP 2024 (Findings of EMNLP 2024)
[C21] Revisiting the Impact of Pursuing Modularity for Code Generation π¬π§[ENG] π°π·[KOR]
Deokyeong Kang*, Ki Jung Seo*, Taeuk Kim (*: equal contribution)
Findings of the Association for Computational Linguistics: EMNLP 2024 (Findings of EMNLP 2024)
[C20] Aligning Language Models to Explicitly Handle Ambiguity π¬π§[ENG] π°π·[KOR]
Hyuhng Joon Kim, Youna Kim, Cheonbok Park, Junyeob Kim, Choonghyun Park, Kang Min Yoo, Sang-goo Lee, Taeuk KimΒ
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
[C19] Hyper-CL: Conditioning Sentence Representations with Hypernetworks π¬π§[ENG] π°π·[KOR]
Young Hyun Yoo*, Jii Cha*, Changhyeon Kim, Taeuk Kim (*: equal contribution)
The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)
[C18] Analysis of Multi-Source Language Training in Cross-Lingual Transfer π¬π§[ENG] π°π·[KOR]
Seong Hoon Lim, Taejun Yun, Jinhyeon Kim, Jihun Choi, Taeuk KimΒ
The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)
[C17] BlendX: Complex Multi-Intent Detection with Blended Patterns Β π¬π§[ENG] π°π·[KOR]
Yejin Yoon, Jungyeon Lee, Kangsan Kim, Chanhee Park, Taeuk Kim
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
2023
[C16] X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity π¬π§[ENG] π°π·[KOR]
Taejun Yun, Jinhyeon Kim, Deokyeong Kang, Seong Hoon Lim, Jihoon Kim, Taeuk Kim
Findings of the Association for Computational Linguistics: EMNLP 2023 (Findings of EMNLP 2023)
[C15] Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP π¬π§[ENG] π°π·[KOR]
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Findings of the Association for Computational Linguistics: EMNLP 2023 (Findings of EMNLP 2023)
[C14] Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners π¬π§[ENG] π°π·[KOR]
Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
The 37th AAAI Conference on Artificial Intelligence (AAAI 2023)
2022
[C13] Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations π¬π§[ENG] π°π·[KOR]
Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim
The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)
[C12] Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble π¬π§[ENG] π°π·[KOR]
Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Findings of the Association for Computational Linguistics: EMNLP 2022 (Findings of EMNLP 2022)
[C11] Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models π¬π§[ENG] π°π·[KOR]
Taeuk Kim
The 29th International Conference on Computational Linguistics (COLING 2022)
Before 2022
[C10] Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models π¬π§[ENG] π°π·[KOR]
Taeuk Kim, Bowen Li, Sang-goo Lee
Findings of the Association for Computational Linguistics: EMNLP 2021 (Findings of EMNLP 2021)
[C9] Self-Guided Contrastive Learning for BERT Sentence Representations π¬π§[ENG] π°π·[KOR]
Taeuk Kim, Kang Min Yoo, Sang-goo Lee
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)
[C8] Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads π¬π§[ENG] π°π·[KOR]
Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller
The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020)
[C7] Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction π¬π§[ENG] π°π·[KOR]
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sang-goo Lee
International Conference on Learning Representations 2020 (ICLR 2020)
[C6] Cell-aware Stacked LSTMs for Modeling Sentences π¬π§[ENG] π°π·[KOR]
Jihun Choi, Taeuk Kim, Sang-goo Lee
The 11th Asian Conference on Machine Learning (ACML 2019)
[C5] Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja π¬π§[ENG] π°π·[KOR]
Taeuk Kim*, Kang Min Yoo*, Sang-goo Lee (*: equal contribution)
Conference on Empirical Methods in Natural Language Processing 2019 and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019)
[C4] Intrinsic Evaluation of Grammatical Information within Word Embeddings
Daniel Edmiston, Taeuk Kim
The 33rd Pacific Asia Conference on Language, Information and Computation (PACLIC 33)
[C3] A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching π¬π§[ENG] π°π·[KOR]
Jihun Choi, Taeuk Kim, Sang-goo Lee
The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)
[C2] Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations π¬π§[ENG] π°π·[KOR]
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sanghwan Bae, Sang-goo Lee
Β Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)
[C1] Element-wise Bilinear Interaction for Sentence Matching π¬π§[ENG] π°π·[KOR]
Jihun Choi, Taeuk Kim, Sang-goo Lee
The Seventh Joint Conference on Lexical and Computational Semantics (*SEM 2018) at NAACL HLT 2018