Seungtaek Choi

46 papers A* 9A 5B 2Journal 20Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Overthinking Loops in Agents: A Structural Risk via MCP Tools. CoRR Yohan Lee, Jisoo Jang, Seoyeon Choi, Sangyeop Kim, Seungtaek Choi
2026	J	`jnl`	TextME: Bridging Unseen Modalities Through Text Descriptions. CoRR Soyeon Hong, Jinchan Kim, Jaegook You, Seungtaek Choi, Suha Kwak, Hyunsouk Cho
2025	—	`conf`	FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark. NAACL (Long Papers) Heegyu Kim, Taeyang Jeon, Seunghwan Choi, Seungtaek Choi, Hyunsouk Cho
2025	J	`jnl`	Overcoming Source Object Grounding for Semantic Image Editing. Trans. Assoc. Comput. Linguistics Yeonjoon Jung, Seungtaek Choi, Seung-won Hwang
2025	A	`conf`	Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias. CIKM Wansik Jo, Jooyeong Na, Soyeon Hong, Seungtaek Choi, Hyunsouk Cho
2025	J	`jnl`	ScoreCL: augmentation-adaptive contrastive learning via score-matching function. Mach. Learn. Jin-Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi, Hyun-Gyoon Kim
2025	A	`conf`	Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge. CIKM Heegyu Kim, Taeyang Jeon, Seungtaek Choi, Jihoon Hong, Dongwon Jeon, Ga-Yeon Baek, Gyeong-Won Kwak, Dong-Hee Lee, Jisu Bae, Chihoon Lee, Yoon-Seo Kim, Seon-Jin Choi, Jin Seong Park, Sung Beom Cho, Hyunsouk Cho
2025	J	`jnl`	Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge. CoRR Heegyu Kim, Taeyang Jeon, Seungtaek Choi, Jihoon Hong, Dongwon Jeon, Sungbum Cho, Ga-Yeon Baek, Kyung-Won Kwak, Dong-Hee Lee, Sun-Jin Choi, Jisu Bae, Chihoon Lee, Yunseo Kim, Jinsung Park, Hyunsouk Cho
2025	J	`jnl`	Trillion 7B Technical Report. CoRR Sungjun Han, Juyoung Suk, Suyeong An, Hyungguk Kim, Kyuseok Kim, Wonsuk Yang, Seungtaek Choi, Jamin Shin
2024	J	`jnl`	Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models. CoRR Seungduk Kim, Seungtaek Choi, Myeongho Jeong
2024	J	`jnl`	FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark. CoRR Heegyu Kim, Taeyang Jeon, Seunghwan Choi, Seungtaek Choi, Hyunsouk Cho
2024	A*	`conf`	Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding. EMNLP Yeonjoon Jung, Jaeseong Lee, Seungtaek Choi, Dohyeon Lee, Minsoo Kim, Seung-won Hwang
2024	J	`jnl`	Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding. CoRR Yeonjoon Jung, Jaeseong Lee, Seungtaek Choi, Dohyeon Lee, Minsoo Kim, Seung-won Hwang
2024	A*	`conf`	Multi-Architecture Multi-Expert Diffusion Models. AAAI Yunsung Lee, Jinyoung Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi
2023	A	`conf`	Addressing Cold Start Problem for End-to-end Automatic Speech Scoring. INTERSPEECH Jungbae Park, Seungtaek Choi
2023	J	`jnl`	Addressing Cold Start Problem for End-to-end Automatic Speech Scoring. CoRR Jungbae Park, Seungtaek Choi
2023	A*	`conf`	Addressing Negative Transfer in Diffusion Models. NeurIPS Hyojun Go, Jinyoung Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi
2023	J	`jnl`	Addressing Negative Transfer in Diffusion Models. CoRR Hyojun Go, Jin Young Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi
2023	—	`conf`	Cross Encoding as Augmentation: Towards Effective Educational Text Classification. ACL (Findings) Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go, Christian Wallraven
2023	J	`jnl`	Cross Encoding as Augmentation: Towards Effective Educational Text Classification. CoRR Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go, Christian Wallraven
2023	—	`conf`	Evaluation of Question Generation Needs More References. ACL (Findings) Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
2023	J	`jnl`	Evaluation of Question Generation Needs More References. CoRR Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
2023	J	`jnl`	Multi-Architecture Multi-Expert Diffusion Models. CoRR Yunsung Lee, Jin-Young Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi
2023	—	`conf`	On Complementarity Objectives for Hybrid Retrieval. ACL (1) Dohyeon Lee, Seung-won Hwang, Kyungjae Lee, Seungtaek Choi, Sunghyun Park
2023	—	`conf`	Retrieval-augmented Video Encoding for Instructional Captioning. ACL (Findings) Yeonjoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo, Seung-won Hwang
2023	J	`jnl`	ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function. CoRR Jin Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi
2023	A*	`conf`	Towards Practical Plug-and-Play Diffusion Models. CVPR Hyojun Go, Yunsung Lee, Jin Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
2023	J	`jnl`	Towards Zero-Shot Functional Compositionality of Language Models. CoRR Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi
2022	A*	`conf`	C2L: Causally Contrastive Learning for Robust Text Classification. AAAI Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung-won Hwang
2022	—	`conf`	Debiasing Event Understanding for Visual Commonsense Tasks. ACL (Findings) Minji Seo, Yeonjoon Jung, Seungtaek Choi, Seung-won Hwang, Bei Liu
2022	A*	`conf`	Evaluating the Knowledge Dependency of Questions. EMNLP Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi
2022	J	`jnl`	Evaluating the Knowledge Dependency of Questions. CoRR Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi
2022	A*	`conf`	Towards Compositional Generalization in Code Search. EMNLP Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi
2022	J	`jnl`	Towards Practical Plug-and-Play Diffusion Models. CoRR Hyojun Go, Yunsung Lee, Jin-Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
2021	A	`conf`	Counterfactual Generative Smoothing for Imbalanced Natural Language Classification. CIKM Hojae Han, Seungtaek Choi, Myeongho Jeong, Jin-Woo Park, Seung-won Hwang
2021	J	`jnl`	Label and Context Augmentation for Response Selection at DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. Myeongho Jeong, Seungtaek Choi, Jinyoung Yeo, Seung-won Hwang
2021	—	`conf`	Structure-Augmented Keyphrase Generation. EMNLP (1) Jihyuk Kim, Myeongho Jeong, Seungtaek Choi, Seung-won Hwang
2020	A	`conf`	Conditional Response Augmentation for Dialogue Using Knowledge Distillation. INTERSPEECH Myeongho Jeong, Seungtaek Choi, Hojae Han, Kyungho Kim, Seung-won Hwang
2020	—	`conf`	Label-Efficient Training for Next Response Selection. SustaiNLP@EMNLP Seungtaek Choi, Myeongho Jeong, Jinyoung Yeo, Seung-won Hwang
2020	—	`conf`	Less is More: Attention Supervision with Counterfactuals for Text Classification. EMNLP (1) Seungtaek Choi, Haeju Park, Jinyoung Yeo, Seung-won Hwang
2020	J	`jnl`	Meta-supervision for Attention Using Counterfactual Estimation. Data Sci. Eng. Seungtaek Choi, Haeju Park, Seung-won Hwang
2020	B	`conf`	Retrieval-Augmented Controllable Review Generation. COLING Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo, Seung-won Hwang
2019	A*	`conf`	Counterfactual Attention Supervision. ICDM Seungtaek Choi, Haeju Park, Seung-won Hwang
2019	—	`conf`	MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering. EMNLP/IJCNLP (1) Hojae Han, Seungtaek Choi, Haeju Park, Seung-won Hwang
2018	A*	`conf`	Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning. AAAI Jinyoung Yeo, Geungyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang
2018	B	`conf`	Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning. LREC Jinyoung Yeo, Gyeongbok Lee, Gengyu Wang, Seungtaek Choi, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang