Seungtaek Choi

According to our database, Seungtaek Choi authored at least 31 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge.

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

CoRR, February, 2025

ScoreCL: augmentation-adaptive contrastive learning via score-matching function.

Jin-Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi, Hyun-Gyoon Kim

Mach. Learn., January, 2025

2024

FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark.

Heegyu Kim, Taeyang Jeon, Seunghwan Choi, Seungtaek Choi, Hyunsouk Cho

CoRR, 2024

Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models.

Seungduk Kim, Seungtaek Choi, Myeongho Jeong

CoRR, 2024

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding.

YeonJoon Jung, Jaeseong Lee, Seungtaek Choi, Dohyeon Lee, Minsoo Kim, Seung-won Hwang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Multi-Architecture Multi-Expert Diffusion Models.

Yunsung Lee, JinYoung Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function.

Jin Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi

CoRR, 2023

Towards Zero-Shot Functional Compositionality of Language Models.

Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi

CoRR, 2023

Addressing Negative Transfer in Diffusion Models.

Hyojun Go, JinYoung Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Addressing Cold Start Problem for End-to-end Automatic Speech Scoring.

Jungbae Park, Seungtaek Choi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Towards Practical Plug-and-Play Diffusion Models.

Hyojun Go, Yunsung Lee, Jin Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Evaluation of Question Generation Needs More References.

Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On Complementarity Objectives for Hybrid Retrieval.

Dohyeon Lee, Seung-won Hwang, Kyungjae Lee, Seungtaek Choi, Sunghyun Park

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Cross Encoding as Augmentation: Towards Effective Educational Text Classification.

Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go, Christian Wallraven

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Retrieval-augmented Video Encoding for Instructional Captioning.

YeonJoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo, Seung-won Hwang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Evaluating the Knowledge Dependency of Questions.

Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Compositional Generalization in Code Search.

Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Debiasing Event Understanding for Visual Commonsense Tasks.

Minji Seo, YeonJoon Jung, Seungtaek Choi, Seung-won Hwang, Bei Liu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

C2L: Causally Contrastive Learning for Robust Text Classification.

Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung-won Hwang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Label and Context Augmentation for Response Selection at DSTC8.

Myeongho Jeong, Seungtaek Choi, Jinyoung Yeo, Seung-won Hwang

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Structure-Augmented Keyphrase Generation.

Jihyuk Kim, Myeongho Jeong, Seungtaek Choi, Seung-won Hwang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Counterfactual Generative Smoothing for Imbalanced Natural Language Classification.

Hojae Han, Seungtaek Choi, Myeongho Jeong, Jin-Woo Park, Seung-won Hwang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Meta-supervision for Attention Using Counterfactual Estimation.

Seungtaek Choi, Haeju Park, Seung-won Hwang

Data Sci. Eng., 2020

Conditional Response Augmentation for Dialogue Using Knowledge Distillation.

Myeongho Jeong, Seungtaek Choi, Hojae Han, Kyungho Kim, Seung-won Hwang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Less is More: Attention Supervision with Counterfactuals for Text Classification.

Seungtaek Choi, Haeju Park, Jinyoung Yeo, Seung-won Hwang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Label-Efficient Training for Next Response Selection.

Seungtaek Choi, Myeongho Jeong, Jinyoung Yeo, Seung-won Hwang

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Retrieval-Augmented Controllable Review Generation.

Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo, Seung-won Hwang

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Counterfactual Attention Supervision.

Seungtaek Choi, Haeju Park, Seung-won Hwang

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering.

Hojae Han, Seungtaek Choi, Haeju Park, Seung-won Hwang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning.

Jinyoung Yeo, Gyeongbok Lee, Gengyu Wang, Seungtaek Choi, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning.

Jinyoung Yeo, Geungyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018