Dahyun Kim

25 papers A* 2B 1Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models.
NAACL (System Demonstrations)
Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim, Chanjun Park
2025 — conf
Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs.
NAACL (Industry Track)
Hyeonwoo Kim, Dahyun Kim, Jihoo Kim, Sukyung Lee, Yungi Kim, Chanjun Park
2025 B conf
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models.
COLING
Dahyun Kim, Sukyung Lee, Yungi Kim, Attapol Rutherford, Chanjun Park
2025 — conf
sDPO: Don't Use Your Data All at Once.
COLING (Industry)
Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim, Sanghoon Kim, Chanjun Park
2024 J jnl
1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data Sharing and Compensation in Large Language Models.
CoRR
Chanjun Park, Hyunsoo Ha, Jihoo Kim, Yungi Kim, Dahyun Kim, Sukyung Lee, Seonghoon Yang
2024 J jnl
Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models.
CoRR
Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim, Chanjun Park
2024 — conf
Evalverse: Unified and Accessible Library for Large Language Model Evaluation.
EMNLP (System Demonstrations)
Jihoo Kim, Wonho Song, Dahyun Kim, Yunsu Kim, Yungi Kim, Chanjun Park
2024 J jnl
Evalverse: Unified and Accessible Library for Large Language Model Evaluation.
CoRR
Jihoo Kim, Wonho Song, Dahyun Kim, Yunsu Kim, Yungi Kim, Chanjun Park
2024 J jnl
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model.
CoRR
Jihun Kim, Dahyun Kim, Hyungrok Jung, Taeil Oh, Jonghyun Choi
2024 J jnl
Model-Based Data-Centric AI: Bridging the Divide Between Academic Ideals and Industrial Pragmatism.
CoRR
Chanjun Park, Minsoo Khang, Dahyun Kim
2024 J jnl
Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs.
CoRR
Hyeonwoo Kim, Dahyun Kim, Jihoo Kim, Sukyung Lee, Yungi Kim, Chanjun Park
2024 — conf
Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark.
ACL (1)
Chanjun Park, Hyeonwoo Kim, Dahyun Kim, SeongHwan Cho, Sanghoon Kim, Sukyung Lee, Yungi Kim, Hwalsuk Lee
2024 J jnl
Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark.
CoRR
Chanjun Park, Hyeonwoo Kim, Dahyun Kim, SeongHwan Cho, Sanghoon Kim, Sukyung Lee, Yungi Kim, Hwalsuk Lee
2024 J jnl
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models.
CoRR
Dahyun Kim, Sukyung Lee, Yungi Kim, Attapol Rutherford, Chanjun Park
2024 — conf
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling.
NAACL (Industry Track)
Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim
2024 J jnl
sDPO: Don't Use Your Data All at Once.
CoRR
Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim, Sanghoon Kim, Chanjun Park
2023 J jnl
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling.
CoRR
Dahyun Kim, Chanjun Park, Sanghoon Kim, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim
2022 A* conf
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference.
ICLR
Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi
2022 A* conf
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning.
CVPR
Dahyun Kim, Jonghyun Choi
2021 J jnl
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements.
CoRR
Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi
2021 J jnl
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference.
CoRR
Hyunseo Koh, Dahyun Kim, Jung-Woo Ha, Jonghyun Choi
2021 J jnl
Self-Supervised Learning for Binary Networks by Joint Classifier Training.
CoRR
Dahyun Kim, Jonghyun Choi
2020 — conf
Learning Architectures for Binary Networks.
ECCV (12)
Dahyun Kim, Kunal Pratap Singh, Jonghyun Choi
2020 J jnl
Learning Architectures for Binary Networks.
CoRR
Kunal Pratap Singh, Dahyun Kim, Jonghyun Choi
2019 J jnl
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence.
CoRR
Dahyun Kim, Jihwan Bae, Yeonsik Jo, Jonghyun Choi