| 2026 | ACL | PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning. | Byeongjin Kim, Gyuwan Kim, Seo Yeon Park |
| 2026 | EACL | Detecting Training Data of Large Language Models via Expectation Maximization. | Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, Jie Ma, William Yang Wang |
| 2025 | EMNLP | ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts. | Dongwon Noh, Donghyeok Koh, Junghun Yuk, Gyuwan Kim, Jae Yong Lee, KyungTae Lim, Cheoneum Park |
| 2023 | ACL | Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation. | Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyu Tae Kim, Minjoon Seo, Alice Oh |
| 2022 | EMNLP | Bridging the Training-Inference Gap for Dense Phrase Retrieval. | Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang |
| 2022 | NAACL | Consistency Training with Virtual Adversarial Discrete Perturbation. | Jungsoo Park, Gyuwan Kim, Jaewoo Kang |
| 2021 | ACL | Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search. | Gyuwan Kim, Kyunghyun Cho |
| 2021 | ACL | SSMix: Saliency-Based Span Mixup for Text Classification. | Soyoung Yoon, Gyuwan Kim, Kyumin Park |
| 2021 | ICASSP | St-Bert: Cross-Modal Language Model Pre-Training for End-to-End Spoken Language Understanding. | Minjeong Kim, Gyuwan Kim, Sang-Woo Lee, Jung-Woo Ha |
| 2021 | ICASSP | Two-Stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding. | Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee |
| 2021 | ICLR | AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights. | Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha |
| 2020 | ACL | Efficient Dialogue State Tracking by Selectively Overwriting Memory. | Sungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo Lee |
| 2020 | EMNLP | Large Product Key Memory for Pre-trained Language Models. | Gyuwan Kim, Tae-Hwan Jung |
| 2019 | EMNLP | Subword Language Model for Query Auto-Completion. | Gyuwan Kim |