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2025
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
Heegyu Kim, Taeyang Jeon,
Seungtaek Choi
, et al.
CIKM 2025
Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs
Wansik Jo, Jooyeong Na, Soyeon Hong,
Seungtaek Choi
, Hyunsouk Cho
CIKM 2025
Overcoming Source Object Grounding for Semantic Image Editing
Yeonjoon Jung,
Seungtaek Choi
, Seung-won Hwang
TACL 2025
Trillion 7B Technical Report
Sungjun Han, Juyoung Suk,
Seungtaek Choi
, et al.
arXiv 2025
FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark
Heegyu Kim, Taeyang Jeong, Seunghwan Choi,
Seungtaek Choi
, Hyunsouk Cho
NAACL 2025
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function
Jin-Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee,
Seungtaek Choi
, Hyun-Gyoon Kim
Machine Learning 2025
2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
Yeonjoon Jung, Jaseseong Lee,
Seungtaek Choi
, Dohyeon Lee, Minsoo Kim, Seung-won Hwang
EMNLP 2024
Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language Models
Seungduk Kim,
Seungtaek Choi
, Myeongho Jeong
arXiv 2024
Multi-Architecture Multi-Expert Diffusion Models
Yunsung Lee, JinYoung Kim, Hyojun Go, Myeongho Jeong, Shinhyeok Oh,
Seungtaek Choi
AAAI 2024
2023
Addressing Negative Transfer in Diffusion Models
Hyojun Go, JinYoung Kim, Yunsung Lee, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon,
Seungtaek Choi
NeurIPS 2023
Addressing Cold Start Problem for End-to-end Automatic Speech Scoring
Jungbae Park,
Seungtaek Choi
INTERSPEECH 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
ACL 2023 (Findings)
Evaluation of Question Generation Needs More References
Shinhyeok Oh, Hyojun Go, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee,
Seungtaek Choi
ACL 2023 (Findings)
Retrieval-augmented Instructional Video Encoding for Dense Video Captioning
Yeonjoon Jung,
Seungtaek Choi
, Seung-won Hwang, Jihyuk Kim, Minji Seo, Minsoo Kim
ACL 2023 (Findings)
On Complementarity Objectives for Hybrid Retrieval
Dohyeon Lee, Seung-won Hwang, Kyungjae Lee,
Seungtaek Choi
, Sunghyun Park
ACL 2023
Towards Practical Plug-and-Play Diffusion Models
Hyojun Go, Yunsung Lee, JinYoung Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee,
Seungtaek Choi
CVPR 2023
2022
Evaluating the Knowledge Dependency of Questions
Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim,
Seungtaek Choi
EMNLP 2022
Towards Compositional Generalization in Code Search
Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan,
Seungtaek Choi
EMNLP 2022
Debiasing Event Understanding for Visual Commonsense Tasks
Minji Seo, Yeonjoon Jung,
Seungtaek Choi
, Seung-won Hwang, Bei Liu
ACL 2022 (Findings)
C2L: Causally Contrastive Learning for Robust Text Classification
Seungtaek Choi
, Myeongho Jeong, Hojae Han, Seung-won Hwang
AAAI 2022
2021
Structure-Augmented Keyphrase Generation
Jihyuk Kim, Myeongho Jeong,
Seungtaek Choi
, Seung-won Hwang
EMNLP 2021
Counterfactual Generative Smoothing for Imbalanced Natural Language Classification
Hojae Han,
Seungtaek Choi
, Myeongho Jeong, Jin-woo Park, Seung-won Hwang
CIKM 2021
Label and Context Augmentation for Response Selection at DSTC8
Myeongho Jeong,
Seungtaek Choi
, Jinyoung Yeo, Seung-won Hwang
TASLP 2021
2020
Label-Efficient Training for Next Response Selection
Seungtaek Choi
, Myeongho Jeong, Jinyoung Yeo, Seung-won Hwang
EMNLP 2020 (SustaiNLP Workshop)
Retrieval-Augmented Controllable Review Generation
Jihyeok Kim,
Seungtaek Choi
, Reinald Kim Amplayo, Seung-won Hwang
COLING 2020
Less is More: Attention Supervision with Counterfactuals for Text Classification
Seungtaek Choi
, Haeju Park, Jinyoung Yeo, Seung-won Hwang
EMNLP 2020
Conditional Response Augmentation for Dialogue using Knowledge Distillation
Myeongho Jeong,
Seungtaek Choi
, Hojae Han, Kyungho Kim, Seung-won Hwang
INTERSPEECH 2020
Meta-Supervision for Attention using Counterfactual Estimation
Seungtaek Choi
, Haeju Park, Seung-won Hwang
DSEJ 2020
2019
Counterfactual Attention Supervision
Seungtaek Choi
, Haeju Park, Seung-won Hwang
ICDM 2019
MICRON: Multigranular Interaction for Contextualizing Representation in Non-factoid Question Answering
Hojae Han,
Seungtaek Choi
, Haeju Park, Seung-won Hwang
EMNLP 2019
2018
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning
Jinyoung Yeo, Gyungbok Lee, Gengyu Wang,
Seungtaek Choi
, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang
LREC 2018
Machine-translated Knowledge Transfer for Commonsense Causal Reasoning
Jinyoung Yeo, Gengyu Wang, Hyunsouk Cho,
Seungtaek Choi
, Seung-won Hwang
AAAI 2018