Jaeseong Lee

According to our database, Jaeseong Lee authored at least 17 papers between 2020 and 2025.

Collaborative distances:

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

2025

PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning.

Jaeseong Lee, Seung-won Hwang, Hojin Lee, Yunju Bak, Changmin Lee

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets.

Jaeseong Lee, Hojae Han, Jongyoon Kim, Seung-won Hwang, Naun Kang, KyungJun An, Sungho Jang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Smarter, Not Harder: Training-Free Adaptive Computation for Transformers.

Romain Storaï, Jaeseong Lee, Seung-won Hwang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning.

Jaeseong Lee, Seung-won Hwang, Aurick Qiao, Daniel F. Campos, Zhewei Yao, Yuxiong He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning.

Jaeseong Lee, YeonJoon Jung, Seung-won Hwang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval.

Junggeun Do, Jaeseong Lee, Seung-won Hwang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

ScriptMix: Mixing Scripts for Low-resource Language Parsing.

Jaeseong Lee, Dohyeon Lee, Seung-won Hwang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 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

Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models.

Jaeseong Lee, Seung-won Hwang, Wonpyo Park, Mingi Ji

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

2023

Multilingual Lottery Tickets to Pretrain Language Models.

Jaeseong Lee, Seung-won Hwang

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

C²LIR: Continual Cross-Lingual Transfer for Low-Resource Information Retrieval.

Jaeseong Lee, Dohyeon Lee, Jongho Kim, Seung-won Hwang

Proceedings of the Advances in Information Retrieval, 2023

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization.

Jaeseong Lee, Dohyeon Lee, Seung-won Hwang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

SNAS: Fast Hardware-Aware Neural Architecture Search Methodology.

Jaeseong Lee, Jungsub Rhim, Duseok Kang, Soonhoi Ha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Deep Learning Inference Parallelization on Heterogeneous Processors With TensorRT.

Eunjin Jeong, Jangryul Kim, Samnieng Tan, Jaeseong Lee, Soonhoi Ha

IEEE Embed. Syst. Lett., 2022

FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages.

Jaeseong Lee, Seung-won Hwang, Taesup Kim

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-Shot Cross-lingual Transfer.

Dohyeon Lee, Jaeseong Lee, Gyewon Lee, Byung-Gon Chun, 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

S3NAS: Fast NPU-aware Neural Architecture Search Methodology.

Jaeseong Lee, Duseok Kang, Soonhoi Ha

CoRR, 2020