Baek, Jinheon

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Baek, J., Aji, A., & Saffari, A. (2023) · Proceedings of the First Workshop on Matching From Unstructured and Structured Data (MATCHING 2023)

Topic ModelingMultimodal Machine Learning Applications

Cited by 51

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Baek, J., Jauhar, S. K., Cucerzan, S., & Hwang, S. J. (2025) · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Topic ModelingInformation Retrieval and Search Behavior

Cited by 46

Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Kang, M., Kwak, J. M., Baek, J., & Hwang, S. J. (2023) · arXiv

Speech and dialogue systemsTopic Modeling

Cited by 13

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Baek, J., Jauhar, S. K., Cucerzan, S., & Hwang, S. J. (2024) · arXiv

Topic ModelingArtificial Intelligence Applications

Cited by 13

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Jeong, S., Baek, J., Cho, S., Hwang, S. J., & Park, J. C. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 11

On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists

Kim, S., Yoon, D., Gashteovski, K., Suk, J., Baek, J., Aggarwal, P., Wu, I., Zaverkin, V., Petkoski, S., Schrider, D. R., et al. (2026) · arXiv

Academic Writing and PublishingAcademic Publishing and Open Access

Cited by 1

PREPING: Zero-Task Agent Memory Construction via Self-Practice

Choi, Y., Park, S., Kang, M., Baek, J., & Hwang, S. J. (2026) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 0

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Seo, M., Baek, J., Lee, S., & Hwang, S. J. (2025) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 0

MemRefine: LLM-Guided Compression for Long-Term Agent Memory

Kim, M., Baek, J., Jeong, S., & Hwang, S. J. (2026) · arXiv

Speech and dialogue systemsAI-based Problem Solving and Planning

Cited by 0

Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments

Payoungkhamdee, P., Tuchinda, P., Baek, J., Cahyawijaya, S., Udomcharoenchaikit, C., Manakul, P., Limkonchotiwat, P., Chuangsuwanich, E., & Nutanong, S. (2025) · Findings of the Association for Computational Linguistics: ACL 2025

Natural Language Processing TechniquesTopic Modeling

Cited by 0