Seungtaek Choi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Text Classification

Diffusion Models

Knowledge Transfer

Top Venues

Publications

Seungduk Kim, Seungtaek Choi, Myeongho Jeong
Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models. CoRR (2024)
Yunsung Lee, JinYoung Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi
Multi-Architecture Multi-Expert Diffusion Models. AAAI (2024)
Hyojun Go, JinYoung Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi
Addressing Negative Transfer in Diffusion Models. NeurIPS (2023)
YeonJoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo, Seung-won Hwang
Retrieval-augmented Video Encoding for Instructional Captioning. ACL (Findings) (2023)
Hyojun Go, Jin Young Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi
Addressing Negative Transfer in Diffusion Models. CoRR (2023)
Jungbae Park, Seungtaek Choi
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring. CoRR (2023)
Yunsung Lee, Jin-Young Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh, Seungtaek Choi
Multi-Architecture Multi-Expert Diffusion Models. CoRR (2023)
Jungbae Park, Seungtaek Choi
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring. INTERSPEECH (2023)
Dohyeon Lee, Seung-won Hwang, Kyungjae Lee, Seungtaek Choi, Sunghyun Park
On Complementarity Objectives for Hybrid Retrieval. ACL (1) (2023)
Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go, Christian Wallraven
Cross Encoding as Augmentation: Towards Effective Educational Text Classification. ACL (Findings) (2023)
JinYoung Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function. CoRR (2023)
Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi
Towards Zero-Shot Functional Compositionality of Language Models. CoRR (2023)
Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
Evaluation of Question Generation Needs More References. ACL (Findings) (2023)
Hyun Seung Lee, Seungtaek Choi, Yunsung Lee, Hyeongdon Moon, Shinhyeok Oh, Myeongho Jeong, Hyojun Go, Christian Wallraven
Cross Encoding as Augmentation: Towards Effective Educational Text Classification. CoRR (2023)
Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
Evaluation of Question Generation Needs More References. CoRR (2023)
Hyojun Go, Yunsung Lee, Jin Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
Towards Practical Plug-and-Play Diffusion Models. CVPR (2023)
Minji Seo, YeonJoon Jung, Seungtaek Choi, Seung-won Hwang, Bei Liu
Debiasing Event Understanding for Visual Commonsense Tasks. ACL (Findings) (2022)
Hyojun Go, Yunsung Lee, Jin-Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi
Towards Practical Plug-and-Play Diffusion Models. CoRR (2022)
Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Jamin Shin, Minsam Kim, Seungtaek Choi
Evaluating the Knowledge Dependency of Questions. EMNLP (2022)
Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi
Towards Compositional Generalization in Code Search. EMNLP (2022)
Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung-won Hwang
C2L: Causally Contrastive Learning for Robust Text Classification. AAAI (2022)
Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi
Evaluating the Knowledge Dependency of Questions. CoRR (2022)
Myeongho Jeong, Seungtaek Choi, Jinyoung Yeo, Seung-won Hwang
Label and Context Augmentation for Response Selection at DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Hojae Han, Seungtaek Choi, Myeongho Jeong, Jin-Woo Park, Seung-won Hwang
Counterfactual Generative Smoothing for Imbalanced Natural Language Classification. CIKM (2021)
Jihyuk Kim, Myeongho Jeong, Seungtaek Choi, Seung-won Hwang
Structure-Augmented Keyphrase Generation. EMNLP (1) (2021)
Myeongho Jeong, Seungtaek Choi, Hojae Han, Kyungho Kim, Seung-won Hwang
Conditional Response Augmentation for Dialogue Using Knowledge Distillation. INTERSPEECH (2020)
Seungtaek Choi, Haeju Park, Jinyoung Yeo, Seung-won Hwang
Less is More: Attention Supervision with Counterfactuals for Text Classification. EMNLP (1) (2020)
Seungtaek Choi, Haeju Park, Seung-won Hwang
Meta-supervision for Attention Using Counterfactual Estimation. Data Sci. Eng. 5 (2) (2020)
Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo, Seung-won Hwang
Retrieval-Augmented Controllable Review Generation. COLING (2020)
Seungtaek Choi, Myeongho Jeong, Jinyoung Yeo, Seung-won Hwang
Label-Efficient Training for Next Response Selection. SustaiNLP@EMNLP (2020)
Hojae Han, Seungtaek Choi, Haeju Park, Seung-won Hwang
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering. EMNLP/IJCNLP (1) (2019)
Seungtaek Choi, Haeju Park, Seung-won Hwang
Counterfactual Attention Supervision. ICDM (2019)
Jinyoung Yeo, Gyeongbok Lee, Gengyu Wang, Seungtaek Choi, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning. LREC (2018)
Jinyoung Yeo, Geungyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning. AAAI (2018)